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121 <div class="title">optical_flow_pyramid_lk.cl File Reference</div> </div>
123 <div class="contents">
124 <div class="textblock"><code>#include "<a class="el" href="helpers_8h_source.xhtml">helpers.h</a>"</code><br />
125 <code>#include "<a class="el" href="types_8h_source.xhtml">types.h</a>"</code><br />
127 <p><a href="optical__flow__pyramid__lk_8cl_source.xhtml">Go to the source code of this file.</a></p>
128 <table class="memberdecls">
129 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="nested-classes"></a>
130 Data Structures</h2></td></tr>
131 <tr class="memitem:"><td class="memItemLeft" align="right" valign="top">struct  </td><td class="memItemRight" valign="bottom"><a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a></td></tr>
132 <tr class="separator:"><td class="memSeparator" colspan="2"> </td></tr>
133 </table><table class="memberdecls">
134 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="define-members"></a>
135 Macros</h2></td></tr>
136 <tr class="memitem:a0f3927d942874a04e6464bdb946de046"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#a0f3927d942874a04e6464bdb946de046">DETERMINANT_THR</a>   1.0e-07f</td></tr>
137 <tr class="memdesc:a0f3927d942874a04e6464bdb946de046"><td class="mdescLeft"> </td><td class="mdescRight">Threshold for the determinant. <a href="#a0f3927d942874a04e6464bdb946de046">More...</a><br /></td></tr>
138 <tr class="separator:a0f3927d942874a04e6464bdb946de046"><td class="memSeparator" colspan="2"> </td></tr>
139 <tr class="memitem:a3955a0fbedb5b3eae9a38801fb01bac5"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#a3955a0fbedb5b3eae9a38801fb01bac5">EIGENVALUE_THR</a>   1.0e-04f</td></tr>
140 <tr class="memdesc:a3955a0fbedb5b3eae9a38801fb01bac5"><td class="mdescLeft"> </td><td class="mdescRight">Thresholds for minimum eigenvalue. <a href="#a3955a0fbedb5b3eae9a38801fb01bac5">More...</a><br /></td></tr>
141 <tr class="separator:a3955a0fbedb5b3eae9a38801fb01bac5"><td class="memSeparator" colspan="2"> </td></tr>
142 <tr class="memitem:aab6bf9cc4b300f72d07a2ebe9939f376"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#aab6bf9cc4b300f72d07a2ebe9939f376">W_BITS</a>   (14)</td></tr>
143 <tr class="memdesc:aab6bf9cc4b300f72d07a2ebe9939f376"><td class="mdescLeft"> </td><td class="mdescRight">Constants used for Lucas-Kanade Algorithm. <a href="#aab6bf9cc4b300f72d07a2ebe9939f376">More...</a><br /></td></tr>
144 <tr class="separator:aab6bf9cc4b300f72d07a2ebe9939f376"><td class="memSeparator" colspan="2"> </td></tr>
145 <tr class="memitem:a1852457538f524c42f96b66882bd9b35"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#a1852457538f524c42f96b66882bd9b35">FLT_SCALE</a>   (1.0f / (float)(1 << 20))</td></tr>
146 <tr class="separator:a1852457538f524c42f96b66882bd9b35"><td class="memSeparator" colspan="2"> </td></tr>
147 <tr class="memitem:ae0b2360d4b8e961bf2709b0663fd9f2a"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#ae0b2360d4b8e961bf2709b0663fd9f2a">D0</a>   ((float)(1 << <a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#aab6bf9cc4b300f72d07a2ebe9939f376">W_BITS</a>))</td></tr>
148 <tr class="separator:ae0b2360d4b8e961bf2709b0663fd9f2a"><td class="memSeparator" colspan="2"> </td></tr>
149 <tr class="memitem:a52deba56234661c77d4b9573d5175ae2"><td class="memItemLeft" align="right" valign="top">#define </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#a52deba56234661c77d4b9573d5175ae2">D1</a>   (1.0f / (float)(1 << (W_BITS - 5)))</td></tr>
150 <tr class="separator:a52deba56234661c77d4b9573d5175ae2"><td class="memSeparator" colspan="2"> </td></tr>
151 </table><table class="memberdecls">
152 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="typedef-members"></a>
153 Typedefs</h2></td></tr>
154 <tr class="memitem:ad3a2575d8a9005ddf8ce79dda76918f8"><td class="memItemLeft" align="right" valign="top">typedef struct <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#ad3a2575d8a9005ddf8ce79dda76918f8">InternalKeypoint</a></td></tr>
155 <tr class="separator:ad3a2575d8a9005ddf8ce79dda76918f8"><td class="memSeparator" colspan="2"> </td></tr>
156 </table><table class="memberdecls">
157 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="func-members"></a>
158 Functions</h2></td></tr>
159 <tr class="memitem:a73bd536f33d9707d1165a0fce16db833"><td class="memItemLeft" align="right" valign="top">__kernel void </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#a73bd536f33d9707d1165a0fce16db833">init_level</a> (__global float4 *old_points_internal, __global float4 *new_points_internal, const float scale)</td></tr>
160 <tr class="memdesc:a73bd536f33d9707d1165a0fce16db833"><td class="mdescLeft"> </td><td class="mdescRight">Initializes the internal new points array when the level of pyramid is NOT equal to max. <a href="#a73bd536f33d9707d1165a0fce16db833">More...</a><br /></td></tr>
161 <tr class="separator:a73bd536f33d9707d1165a0fce16db833"><td class="memSeparator" colspan="2"> </td></tr>
162 <tr class="memitem:a324194275a47768c0460d19b16b477db"><td class="memItemLeft" align="right" valign="top">__kernel void </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#a324194275a47768c0460d19b16b477db">init_level_max</a> (__global <a class="el" href="struct_keypoint.xhtml">Keypoint</a> *old_points, __global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> *old_points_internal, __global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> *new_points_internal, const float scale)</td></tr>
163 <tr class="memdesc:a324194275a47768c0460d19b16b477db"><td class="mdescLeft"> </td><td class="mdescRight">Initializes the internal new points array when the level of pyramid is equal to max. <a href="#a324194275a47768c0460d19b16b477db">More...</a><br /></td></tr>
164 <tr class="separator:a324194275a47768c0460d19b16b477db"><td class="memSeparator" colspan="2"> </td></tr>
165 <tr class="memitem:a4b777fd3d432419912e4dbc94fe9d3f5"><td class="memItemLeft" align="right" valign="top">__kernel void </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#a4b777fd3d432419912e4dbc94fe9d3f5">init_level_max_initial_estimate</a> (__global <a class="el" href="struct_keypoint.xhtml">Keypoint</a> *old_points, __global <a class="el" href="struct_keypoint.xhtml">Keypoint</a> *new_points_estimates, __global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> *old_points_internal, __global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> *new_points_internal, const float scale)</td></tr>
166 <tr class="memdesc:a4b777fd3d432419912e4dbc94fe9d3f5"><td class="mdescLeft"> </td><td class="mdescRight">Initializes the new_points array when the level of pyramid is equal to max and if use_initial_estimate = 1. <a href="#a4b777fd3d432419912e4dbc94fe9d3f5">More...</a><br /></td></tr>
167 <tr class="separator:a4b777fd3d432419912e4dbc94fe9d3f5"><td class="memSeparator" colspan="2"> </td></tr>
168 <tr class="memitem:a0beafe52e6ef0247d036f06bd6da622a"><td class="memItemLeft" align="right" valign="top">__kernel void </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#a0beafe52e6ef0247d036f06bd6da622a">finalize</a> (__global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> *new_points_internal, __global <a class="el" href="struct_keypoint.xhtml">Keypoint</a> *new_points)</td></tr>
169 <tr class="memdesc:a0beafe52e6ef0247d036f06bd6da622a"><td class="mdescLeft"> </td><td class="mdescRight">Truncates the coordinates stored in new_points array. <a href="#a0beafe52e6ef0247d036f06bd6da622a">More...</a><br /></td></tr>
170 <tr class="separator:a0beafe52e6ef0247d036f06bd6da622a"><td class="memSeparator" colspan="2"> </td></tr>
171 <tr class="memitem:ae1961d0f636da631c35ffaf096187840"><td class="memItemLeft" align="right" valign="top">void __kernel </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#ae1961d0f636da631c35ffaf096187840">lktracker_stage0</a> (__global uchar *old_image_ptr, uint old_image_stride_x, uint old_image_step_x, uint old_image_stride_y, uint old_image_step_y, uint old_image_offset_first_element_in_bytes, __global uchar *old_scharr_gx_ptr, uint old_scharr_gx_stride_x, uint old_scharr_gx_step_x, uint old_scharr_gx_stride_y, uint old_scharr_gx_step_y, uint old_scharr_gx_offset_first_element_in_bytes, __global uchar *old_scharr_gy_ptr, uint old_scharr_gy_stride_x, uint old_scharr_gy_step_x, uint old_scharr_gy_stride_y, uint old_scharr_gy_step_y, uint old_scharr_gy_offset_first_element_in_bytes, __global float4 *old_points, __global float4 *new_points, __global float4 *coeff, __global short4 *iold_val, const int window_dimension, const int window_dimension_pow2, const int half_window, const float3 border_limits, const float eig_const, const int level0)</td></tr>
172 <tr class="memdesc:ae1961d0f636da631c35ffaf096187840"><td class="mdescLeft"> </td><td class="mdescRight">Computes A11, A12, A22, min_eig, ival, ixval and iyval at level 0th of the pyramid. <a href="#ae1961d0f636da631c35ffaf096187840">More...</a><br /></td></tr>
173 <tr class="separator:ae1961d0f636da631c35ffaf096187840"><td class="memSeparator" colspan="2"> </td></tr>
174 <tr class="memitem:a97401877f0071dbe2443c697b29d80e0"><td class="memItemLeft" align="right" valign="top">void __kernel </td><td class="memItemRight" valign="bottom"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#a97401877f0071dbe2443c697b29d80e0">lktracker_stage1</a> (__global uchar *new_image_ptr, uint new_image_stride_x, uint new_image_step_x, uint new_image_stride_y, uint new_image_step_y, uint new_image_offset_first_element_in_bytes, __global float4 *new_points, __global float4 *coeff, __global short4 *iold_val, const int window_dimension, const int window_dimension_pow2, const int half_window, const int num_iterations, const float epsilon, const float3 border_limits, const float eig_const, const int level0, const int term_iteration, const int term_epsilon)</td></tr>
175 <tr class="memdesc:a97401877f0071dbe2443c697b29d80e0"><td class="mdescLeft"> </td><td class="mdescRight">Computes the motion vector for a given keypoint. <a href="#a97401877f0071dbe2443c697b29d80e0">More...</a><br /></td></tr>
176 <tr class="separator:a97401877f0071dbe2443c697b29d80e0"><td class="memSeparator" colspan="2"> </td></tr>
178 <h2 class="groupheader">Macro Definition Documentation</h2>
179 <a class="anchor" id="ae0b2360d4b8e961bf2709b0663fd9f2a"></a>
180 <div class="memitem">
181 <div class="memproto">
182 <table class="memname">
184 <td class="memname">#define D0   ((float)(1 << <a class="el" href="optical__flow__pyramid__lk_8cl.xhtml#aab6bf9cc4b300f72d07a2ebe9939f376">W_BITS</a>))</td>
187 </div><div class="memdoc">
189 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00059">59</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
191 <p>Referenced by <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00207">lktracker_stage0()</a>, and <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00358">lktracker_stage1()</a>.</p>
195 <a class="anchor" id="a52deba56234661c77d4b9573d5175ae2"></a>
196 <div class="memitem">
197 <div class="memproto">
198 <table class="memname">
200 <td class="memname">#define D1   (1.0f / (float)(1 << (W_BITS - 5)))</td>
203 </div><div class="memdoc">
205 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00060">60</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
207 <p>Referenced by <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00207">lktracker_stage0()</a>, and <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00358">lktracker_stage1()</a>.</p>
211 <a class="anchor" id="a0f3927d942874a04e6464bdb946de046"></a>
212 <div class="memitem">
213 <div class="memproto">
214 <table class="memname">
216 <td class="memname">#define DETERMINANT_THR   1.0e-07f</td>
219 </div><div class="memdoc">
221 <p>Threshold for the determinant. </p>
222 <p>Used for lost tracking criteria </p>
224 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00051">51</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
226 <p>Referenced by <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00358">lktracker_stage1()</a>.</p>
230 <a class="anchor" id="a3955a0fbedb5b3eae9a38801fb01bac5"></a>
231 <div class="memitem">
232 <div class="memproto">
233 <table class="memname">
235 <td class="memname">#define EIGENVALUE_THR   1.0e-04f</td>
238 </div><div class="memdoc">
240 <p>Thresholds for minimum eigenvalue. </p>
241 <p>Used for lost tracking criteria </p>
243 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00054">54</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
245 <p>Referenced by <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00358">lktracker_stage1()</a>.</p>
249 <a class="anchor" id="a1852457538f524c42f96b66882bd9b35"></a>
250 <div class="memitem">
251 <div class="memproto">
252 <table class="memname">
254 <td class="memname">#define FLT_SCALE   (1.0f / (float)(1 << 20))</td>
257 </div><div class="memdoc">
259 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00058">58</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
261 <p>Referenced by <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00207">lktracker_stage0()</a>, and <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00358">lktracker_stage1()</a>.</p>
265 <a class="anchor" id="aab6bf9cc4b300f72d07a2ebe9939f376"></a>
266 <div class="memitem">
267 <div class="memproto">
268 <table class="memname">
270 <td class="memname">#define W_BITS   (14)</td>
273 </div><div class="memdoc">
275 <p>Constants used for Lucas-Kanade Algorithm. </p>
277 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00057">57</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
281 <h2 class="groupheader">Typedef Documentation</h2>
282 <a class="anchor" id="ad3a2575d8a9005ddf8ce79dda76918f8"></a>
283 <div class="memitem">
284 <div class="memproto">
285 <table class="memname">
287 <td class="memname">typedef struct <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a></td>
290 </div><div class="memdoc">
294 <h2 class="groupheader">Function Documentation</h2>
295 <a class="anchor" id="a0beafe52e6ef0247d036f06bd6da622a"></a>
296 <div class="memitem">
297 <div class="memproto">
298 <table class="memname">
300 <td class="memname">__kernel void finalize </td>
302 <td class="paramtype">__global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> * </td>
303 <td class="paramname"><em>new_points_internal</em>, </td>
306 <td class="paramkey"></td>
308 <td class="paramtype">__global <a class="el" href="struct_keypoint.xhtml">Keypoint</a> * </td>
309 <td class="paramname"><em>new_points</em> </td>
317 </div><div class="memdoc">
319 <p>Truncates the coordinates stored in new_points array. </p>
320 <dl class="params"><dt>Parameters</dt><dd>
321 <table class="params">
322 <tr><td class="paramdir">[in]</td><td class="paramname">new_points_internal</td><td>An array of estimate key points that are defined at the new_images high resolution pyramid. </td></tr>
323 <tr><td class="paramdir">[out]</td><td class="paramname">new_points</td><td>An array of internal key points that are defined at the new_images high resolution pyramid. </td></tr>
328 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00157">157</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
330 <p>References <a class="el" href="types_8h_source.xhtml#l00042">Keypoint::tracking_status</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00046">InternalKeypoint::tracking_status</a>, <a class="el" href="types_8h_source.xhtml#l00037">Keypoint::x</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00044">InternalKeypoint::x</a>, <a class="el" href="types_8h_source.xhtml#l00038">Keypoint::y</a>, and <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00045">InternalKeypoint::y</a>.</p>
331 <div class="fragment"><div class="line"><a name="l00160"></a><span class="lineno"> 160</span> {</div><div class="line"><a name="l00161"></a><span class="lineno"> 161</span>  <span class="keywordtype">int</span> idx = get_global_id(0);</div><div class="line"><a name="l00162"></a><span class="lineno"> 162</span> </div><div class="line"><a name="l00163"></a><span class="lineno"> 163</span>  <span class="comment">// Load internal keypoint</span></div><div class="line"><a name="l00164"></a><span class="lineno"> 164</span>  <a class="code" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> new_point_internal = new_points_internal[idx];</div><div class="line"><a name="l00165"></a><span class="lineno"> 165</span> </div><div class="line"><a name="l00166"></a><span class="lineno"> 166</span>  <span class="comment">// Calculate output point</span></div><div class="line"><a name="l00167"></a><span class="lineno"> 167</span>  <a class="code" href="struct_keypoint.xhtml">Keypoint</a> new_point;</div><div class="line"><a name="l00168"></a><span class="lineno"> 168</span>  new_point.<a class="code" href="struct_keypoint.xhtml#a6150e0515f7202e2fb518f7206ed97dc">x</a> = round(new_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#ad0da36b2558901e21e7a30f6c227a45e">x</a>);</div><div class="line"><a name="l00169"></a><span class="lineno"> 169</span>  new_point.<a class="code" href="struct_keypoint.xhtml#a0a2f84ed7838f07779ae24c5a9086d33">y</a> = round(new_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#aa4f0d3eebc3c443f9be81bf48561a217">y</a>);</div><div class="line"><a name="l00170"></a><span class="lineno"> 170</span>  new_point.<a class="code" href="struct_keypoint.xhtml#a7edfed755585d6095522904dbe0ec4d8">tracking_status</a> = new_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#a08361efa212a9ab04a5965766ea942d5">tracking_status</a>;</div><div class="line"><a name="l00171"></a><span class="lineno"> 171</span> </div><div class="line"><a name="l00172"></a><span class="lineno"> 172</span>  <span class="comment">// Store new point</span></div><div class="line"><a name="l00173"></a><span class="lineno"> 173</span>  new_points[idx] = new_point;</div><div class="line"><a name="l00174"></a><span class="lineno"> 174</span> }</div><div class="ttc" id="struct_internal_keypoint_xhtml_ad0da36b2558901e21e7a30f6c227a45e"><div class="ttname"><a href="struct_internal_keypoint.xhtml#ad0da36b2558901e21e7a30f6c227a45e">InternalKeypoint::x</a></div><div class="ttdeci">float x</div><div class="ttdoc">The x coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00044">optical_flow_pyramid_lk.cl:44</a></div></div>
332 <div class="ttc" id="struct_internal_keypoint_xhtml_a08361efa212a9ab04a5965766ea942d5"><div class="ttname"><a href="struct_internal_keypoint.xhtml#a08361efa212a9ab04a5965766ea942d5">InternalKeypoint::tracking_status</a></div><div class="ttdeci">float tracking_status</div><div class="ttdoc">A zero indicates a lost point. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00046">optical_flow_pyramid_lk.cl:46</a></div></div>
333 <div class="ttc" id="struct_keypoint_xhtml"><div class="ttname"><a href="struct_keypoint.xhtml">Keypoint</a></div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00035">types.h:35</a></div></div>
334 <div class="ttc" id="struct_keypoint_xhtml_a0a2f84ed7838f07779ae24c5a9086d33"><div class="ttname"><a href="struct_keypoint.xhtml#a0a2f84ed7838f07779ae24c5a9086d33">Keypoint::y</a></div><div class="ttdeci">int y</div><div class="ttdoc">The y coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00038">types.h:38</a></div></div>
335 <div class="ttc" id="struct_internal_keypoint_xhtml"><div class="ttname"><a href="struct_internal_keypoint.xhtml">InternalKeypoint</a></div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00042">optical_flow_pyramid_lk.cl:42</a></div></div>
336 <div class="ttc" id="struct_keypoint_xhtml_a7edfed755585d6095522904dbe0ec4d8"><div class="ttname"><a href="struct_keypoint.xhtml#a7edfed755585d6095522904dbe0ec4d8">Keypoint::tracking_status</a></div><div class="ttdeci">int tracking_status</div><div class="ttdoc">A zero indicates a lost point. </div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00042">types.h:42</a></div></div>
337 <div class="ttc" id="struct_keypoint_xhtml_a6150e0515f7202e2fb518f7206ed97dc"><div class="ttname"><a href="struct_keypoint.xhtml#a6150e0515f7202e2fb518f7206ed97dc">Keypoint::x</a></div><div class="ttdeci">int x</div><div class="ttdoc">The x coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00037">types.h:37</a></div></div>
338 <div class="ttc" id="struct_internal_keypoint_xhtml_aa4f0d3eebc3c443f9be81bf48561a217"><div class="ttname"><a href="struct_internal_keypoint.xhtml#aa4f0d3eebc3c443f9be81bf48561a217">InternalKeypoint::y</a></div><div class="ttdeci">float y</div><div class="ttdoc">The y coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00045">optical_flow_pyramid_lk.cl:45</a></div></div>
339 </div><!-- fragment -->
342 <a class="anchor" id="a73bd536f33d9707d1165a0fce16db833"></a>
343 <div class="memitem">
344 <div class="memproto">
345 <table class="memname">
347 <td class="memname">__kernel void init_level </td>
349 <td class="paramtype">__global float4 * </td>
350 <td class="paramname"><em>old_points_internal</em>, </td>
353 <td class="paramkey"></td>
355 <td class="paramtype">__global float4 * </td>
356 <td class="paramname"><em>new_points_internal</em>, </td>
359 <td class="paramkey"></td>
361 <td class="paramtype">const float </td>
362 <td class="paramname"><em>scale</em> </td>
370 </div><div class="memdoc">
372 <p>Initializes the internal new points array when the level of pyramid is NOT equal to max. </p>
373 <dl class="params"><dt>Parameters</dt><dd>
374 <table class="params">
375 <tr><td class="paramdir">[in,out]</td><td class="paramname">old_points_internal</td><td>An array of internal key points that are defined at the old_images high resolution pyramid. </td></tr>
376 <tr><td class="paramdir">[in,out]</td><td class="paramname">new_points_internal</td><td>An array of internal key points that are defined at the new_images high resolution pyramid. </td></tr>
377 <tr><td class="paramdir">[in]</td><td class="paramname">scale</td><td>Scale factor to apply for the new_point coordinates. </td></tr>
382 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00068">68</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
383 <div class="fragment"><div class="line"><a name="l00072"></a><span class="lineno"> 72</span> {</div><div class="line"><a name="l00073"></a><span class="lineno"> 73</span>  <span class="keywordtype">int</span> idx = get_global_id(0);</div><div class="line"><a name="l00074"></a><span class="lineno"> 74</span> </div><div class="line"><a name="l00075"></a><span class="lineno"> 75</span>  <span class="comment">// Get old and new keypoints</span></div><div class="line"><a name="l00076"></a><span class="lineno"> 76</span>  float4 old_point = old_points_internal[idx];</div><div class="line"><a name="l00077"></a><span class="lineno"> 77</span>  float4 new_point = new_points_internal[idx];</div><div class="line"><a name="l00078"></a><span class="lineno"> 78</span> </div><div class="line"><a name="l00079"></a><span class="lineno"> 79</span>  <span class="comment">// Scale accordingly with the pyramid_scale</span></div><div class="line"><a name="l00080"></a><span class="lineno"> 80</span>  old_point.xy *= (float2)(2.0f);</div><div class="line"><a name="l00081"></a><span class="lineno"> 81</span>  new_point.xy *= (float2)(2.0f);</div><div class="line"><a name="l00082"></a><span class="lineno"> 82</span> </div><div class="line"><a name="l00083"></a><span class="lineno"> 83</span>  old_points_internal[idx] = old_point;</div><div class="line"><a name="l00084"></a><span class="lineno"> 84</span>  new_points_internal[idx] = new_point;</div><div class="line"><a name="l00085"></a><span class="lineno"> 85</span> }</div></div><!-- fragment -->
386 <a class="anchor" id="a324194275a47768c0460d19b16b477db"></a>
387 <div class="memitem">
388 <div class="memproto">
389 <table class="memname">
391 <td class="memname">__kernel void init_level_max </td>
393 <td class="paramtype">__global <a class="el" href="struct_keypoint.xhtml">Keypoint</a> * </td>
394 <td class="paramname"><em>old_points</em>, </td>
397 <td class="paramkey"></td>
399 <td class="paramtype">__global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> * </td>
400 <td class="paramname"><em>old_points_internal</em>, </td>
403 <td class="paramkey"></td>
405 <td class="paramtype">__global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> * </td>
406 <td class="paramname"><em>new_points_internal</em>, </td>
409 <td class="paramkey"></td>
411 <td class="paramtype">const float </td>
412 <td class="paramname"><em>scale</em> </td>
420 </div><div class="memdoc">
422 <p>Initializes the internal new points array when the level of pyramid is equal to max. </p>
423 <dl class="params"><dt>Parameters</dt><dd>
424 <table class="params">
425 <tr><td class="paramdir">[in]</td><td class="paramname">old_points</td><td>An array of key points that are defined at the old_images high resolution pyramid. </td></tr>
426 <tr><td class="paramdir">[in,out]</td><td class="paramname">old_points_internal</td><td>An array of internal key points that are defined at the old_images high resolution pyramid. </td></tr>
427 <tr><td class="paramdir">[out]</td><td class="paramname">new_points_internal</td><td>An array of internal key points that are defined at the new_images high resolution pyramid. </td></tr>
428 <tr><td class="paramdir">[in]</td><td class="paramname">scale</td><td>Scale factor to apply for the new_point coordinates. </td></tr>
433 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00094">94</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
435 <p>References <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00046">InternalKeypoint::tracking_status</a>, <a class="el" href="types_8h_source.xhtml#l00037">Keypoint::x</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00044">InternalKeypoint::x</a>, <a class="el" href="types_8h_source.xhtml#l00038">Keypoint::y</a>, and <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00045">InternalKeypoint::y</a>.</p>
436 <div class="fragment"><div class="line"><a name="l00099"></a><span class="lineno"> 99</span> {</div><div class="line"><a name="l00100"></a><span class="lineno"> 100</span>  <span class="keywordtype">int</span> idx = get_global_id(0);</div><div class="line"><a name="l00101"></a><span class="lineno"> 101</span> </div><div class="line"><a name="l00102"></a><span class="lineno"> 102</span>  <a class="code" href="struct_keypoint.xhtml">Keypoint</a> old_point = old_points[idx];</div><div class="line"><a name="l00103"></a><span class="lineno"> 103</span> </div><div class="line"><a name="l00104"></a><span class="lineno"> 104</span>  <span class="comment">// Get old keypoint to track</span></div><div class="line"><a name="l00105"></a><span class="lineno"> 105</span>  <a class="code" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> old_point_internal;</div><div class="line"><a name="l00106"></a><span class="lineno"> 106</span>  old_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#ad0da36b2558901e21e7a30f6c227a45e">x</a> = old_point.<a class="code" href="struct_keypoint.xhtml#a6150e0515f7202e2fb518f7206ed97dc">x</a> * scale;</div><div class="line"><a name="l00107"></a><span class="lineno"> 107</span>  old_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#aa4f0d3eebc3c443f9be81bf48561a217">y</a> = old_point.<a class="code" href="struct_keypoint.xhtml#a0a2f84ed7838f07779ae24c5a9086d33">y</a> * scale;</div><div class="line"><a name="l00108"></a><span class="lineno"> 108</span>  old_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#a08361efa212a9ab04a5965766ea942d5">tracking_status</a> = 1.f;</div><div class="line"><a name="l00109"></a><span class="lineno"> 109</span> </div><div class="line"><a name="l00110"></a><span class="lineno"> 110</span>  <span class="comment">// Store internal keypoints</span></div><div class="line"><a name="l00111"></a><span class="lineno"> 111</span>  old_points_internal[idx] = old_point_internal;</div><div class="line"><a name="l00112"></a><span class="lineno"> 112</span>  new_points_internal[idx] = old_point_internal;</div><div class="line"><a name="l00113"></a><span class="lineno"> 113</span> }</div><div class="ttc" id="struct_internal_keypoint_xhtml_ad0da36b2558901e21e7a30f6c227a45e"><div class="ttname"><a href="struct_internal_keypoint.xhtml#ad0da36b2558901e21e7a30f6c227a45e">InternalKeypoint::x</a></div><div class="ttdeci">float x</div><div class="ttdoc">The x coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00044">optical_flow_pyramid_lk.cl:44</a></div></div>
437 <div class="ttc" id="struct_internal_keypoint_xhtml_a08361efa212a9ab04a5965766ea942d5"><div class="ttname"><a href="struct_internal_keypoint.xhtml#a08361efa212a9ab04a5965766ea942d5">InternalKeypoint::tracking_status</a></div><div class="ttdeci">float tracking_status</div><div class="ttdoc">A zero indicates a lost point. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00046">optical_flow_pyramid_lk.cl:46</a></div></div>
438 <div class="ttc" id="struct_keypoint_xhtml"><div class="ttname"><a href="struct_keypoint.xhtml">Keypoint</a></div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00035">types.h:35</a></div></div>
439 <div class="ttc" id="struct_keypoint_xhtml_a0a2f84ed7838f07779ae24c5a9086d33"><div class="ttname"><a href="struct_keypoint.xhtml#a0a2f84ed7838f07779ae24c5a9086d33">Keypoint::y</a></div><div class="ttdeci">int y</div><div class="ttdoc">The y coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00038">types.h:38</a></div></div>
440 <div class="ttc" id="struct_internal_keypoint_xhtml"><div class="ttname"><a href="struct_internal_keypoint.xhtml">InternalKeypoint</a></div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00042">optical_flow_pyramid_lk.cl:42</a></div></div>
441 <div class="ttc" id="struct_keypoint_xhtml_a6150e0515f7202e2fb518f7206ed97dc"><div class="ttname"><a href="struct_keypoint.xhtml#a6150e0515f7202e2fb518f7206ed97dc">Keypoint::x</a></div><div class="ttdeci">int x</div><div class="ttdoc">The x coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00037">types.h:37</a></div></div>
442 <div class="ttc" id="struct_internal_keypoint_xhtml_aa4f0d3eebc3c443f9be81bf48561a217"><div class="ttname"><a href="struct_internal_keypoint.xhtml#aa4f0d3eebc3c443f9be81bf48561a217">InternalKeypoint::y</a></div><div class="ttdeci">float y</div><div class="ttdoc">The y coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00045">optical_flow_pyramid_lk.cl:45</a></div></div>
443 </div><!-- fragment -->
446 <a class="anchor" id="a4b777fd3d432419912e4dbc94fe9d3f5"></a>
447 <div class="memitem">
448 <div class="memproto">
449 <table class="memname">
451 <td class="memname">__kernel void init_level_max_initial_estimate </td>
453 <td class="paramtype">__global <a class="el" href="struct_keypoint.xhtml">Keypoint</a> * </td>
454 <td class="paramname"><em>old_points</em>, </td>
457 <td class="paramkey"></td>
459 <td class="paramtype">__global <a class="el" href="struct_keypoint.xhtml">Keypoint</a> * </td>
460 <td class="paramname"><em>new_points_estimates</em>, </td>
463 <td class="paramkey"></td>
465 <td class="paramtype">__global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> * </td>
466 <td class="paramname"><em>old_points_internal</em>, </td>
469 <td class="paramkey"></td>
471 <td class="paramtype">__global <a class="el" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> * </td>
472 <td class="paramname"><em>new_points_internal</em>, </td>
475 <td class="paramkey"></td>
477 <td class="paramtype">const float </td>
478 <td class="paramname"><em>scale</em> </td>
486 </div><div class="memdoc">
488 <p>Initializes the new_points array when the level of pyramid is equal to max and if use_initial_estimate = 1. </p>
489 <dl class="params"><dt>Parameters</dt><dd>
490 <table class="params">
491 <tr><td class="paramdir">[in]</td><td class="paramname">old_points</td><td>An array of key points that are defined at the old_images high resolution pyramid. </td></tr>
492 <tr><td class="paramdir">[in]</td><td class="paramname">new_points_estimates</td><td>An array of estimate key points that are defined at the old_images high resolution pyramid. </td></tr>
493 <tr><td class="paramdir">[in,out]</td><td class="paramname">old_points_internal</td><td>An array of internal key points that are defined at the old_images high resolution pyramid. </td></tr>
494 <tr><td class="paramdir">[out]</td><td class="paramname">new_points_internal</td><td>An array of internal key points that are defined at the new_images high resolution pyramid. </td></tr>
495 <tr><td class="paramdir">[in]</td><td class="paramname">scale</td><td>Scale factor to apply for the new_point coordinates. </td></tr>
500 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00123">123</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
502 <p>References <a class="el" href="types_8h_source.xhtml#l00042">Keypoint::tracking_status</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00046">InternalKeypoint::tracking_status</a>, <a class="el" href="types_8h_source.xhtml#l00037">Keypoint::x</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00044">InternalKeypoint::x</a>, <a class="el" href="types_8h_source.xhtml#l00038">Keypoint::y</a>, and <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00045">InternalKeypoint::y</a>.</p>
503 <div class="fragment"><div class="line"><a name="l00129"></a><span class="lineno"> 129</span> {</div><div class="line"><a name="l00130"></a><span class="lineno"> 130</span>  <span class="keywordtype">int</span> idx = get_global_id(0);</div><div class="line"><a name="l00131"></a><span class="lineno"> 131</span> </div><div class="line"><a name="l00132"></a><span class="lineno"> 132</span>  <a class="code" href="struct_keypoint.xhtml">Keypoint</a> old_point = old_points[idx];</div><div class="line"><a name="l00133"></a><span class="lineno"> 133</span>  <a class="code" href="struct_keypoint.xhtml">Keypoint</a> new_point_estimate = new_points_estimates[idx];</div><div class="line"><a name="l00134"></a><span class="lineno"> 134</span>  <a class="code" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> old_point_internal;</div><div class="line"><a name="l00135"></a><span class="lineno"> 135</span>  <a class="code" href="struct_internal_keypoint.xhtml">InternalKeypoint</a> new_point_internal;</div><div class="line"><a name="l00136"></a><span class="lineno"> 136</span> </div><div class="line"><a name="l00137"></a><span class="lineno"> 137</span>  <span class="comment">// Get old keypoint to track</span></div><div class="line"><a name="l00138"></a><span class="lineno"> 138</span>  old_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#ad0da36b2558901e21e7a30f6c227a45e">x</a> = old_point.<a class="code" href="struct_keypoint.xhtml#a6150e0515f7202e2fb518f7206ed97dc">x</a> * scale;</div><div class="line"><a name="l00139"></a><span class="lineno"> 139</span>  old_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#aa4f0d3eebc3c443f9be81bf48561a217">y</a> = old_point.<a class="code" href="struct_keypoint.xhtml#a0a2f84ed7838f07779ae24c5a9086d33">y</a> * scale;</div><div class="line"><a name="l00140"></a><span class="lineno"> 140</span>  old_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#a08361efa212a9ab04a5965766ea942d5">tracking_status</a> = 1.f;</div><div class="line"><a name="l00141"></a><span class="lineno"> 141</span> </div><div class="line"><a name="l00142"></a><span class="lineno"> 142</span>  <span class="comment">// Get new keypoint to track</span></div><div class="line"><a name="l00143"></a><span class="lineno"> 143</span>  new_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#ad0da36b2558901e21e7a30f6c227a45e">x</a> = new_point_estimate.<a class="code" href="struct_keypoint.xhtml#a6150e0515f7202e2fb518f7206ed97dc">x</a> * scale;</div><div class="line"><a name="l00144"></a><span class="lineno"> 144</span>  new_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#aa4f0d3eebc3c443f9be81bf48561a217">y</a> = new_point_estimate.<a class="code" href="struct_keypoint.xhtml#a0a2f84ed7838f07779ae24c5a9086d33">y</a> * scale;</div><div class="line"><a name="l00145"></a><span class="lineno"> 145</span>  new_point_internal.<a class="code" href="struct_internal_keypoint.xhtml#a08361efa212a9ab04a5965766ea942d5">tracking_status</a> = new_point_estimate.<a class="code" href="struct_keypoint.xhtml#a7edfed755585d6095522904dbe0ec4d8">tracking_status</a>;</div><div class="line"><a name="l00146"></a><span class="lineno"> 146</span> </div><div class="line"><a name="l00147"></a><span class="lineno"> 147</span>  <span class="comment">// Store internal keypoints</span></div><div class="line"><a name="l00148"></a><span class="lineno"> 148</span>  old_points_internal[idx] = old_point_internal;</div><div class="line"><a name="l00149"></a><span class="lineno"> 149</span>  new_points_internal[idx] = new_point_internal;</div><div class="line"><a name="l00150"></a><span class="lineno"> 150</span> }</div><div class="ttc" id="struct_internal_keypoint_xhtml_ad0da36b2558901e21e7a30f6c227a45e"><div class="ttname"><a href="struct_internal_keypoint.xhtml#ad0da36b2558901e21e7a30f6c227a45e">InternalKeypoint::x</a></div><div class="ttdeci">float x</div><div class="ttdoc">The x coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00044">optical_flow_pyramid_lk.cl:44</a></div></div>
504 <div class="ttc" id="struct_internal_keypoint_xhtml_a08361efa212a9ab04a5965766ea942d5"><div class="ttname"><a href="struct_internal_keypoint.xhtml#a08361efa212a9ab04a5965766ea942d5">InternalKeypoint::tracking_status</a></div><div class="ttdeci">float tracking_status</div><div class="ttdoc">A zero indicates a lost point. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00046">optical_flow_pyramid_lk.cl:46</a></div></div>
505 <div class="ttc" id="struct_keypoint_xhtml"><div class="ttname"><a href="struct_keypoint.xhtml">Keypoint</a></div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00035">types.h:35</a></div></div>
506 <div class="ttc" id="struct_keypoint_xhtml_a0a2f84ed7838f07779ae24c5a9086d33"><div class="ttname"><a href="struct_keypoint.xhtml#a0a2f84ed7838f07779ae24c5a9086d33">Keypoint::y</a></div><div class="ttdeci">int y</div><div class="ttdoc">The y coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00038">types.h:38</a></div></div>
507 <div class="ttc" id="struct_internal_keypoint_xhtml"><div class="ttname"><a href="struct_internal_keypoint.xhtml">InternalKeypoint</a></div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00042">optical_flow_pyramid_lk.cl:42</a></div></div>
508 <div class="ttc" id="struct_keypoint_xhtml_a7edfed755585d6095522904dbe0ec4d8"><div class="ttname"><a href="struct_keypoint.xhtml#a7edfed755585d6095522904dbe0ec4d8">Keypoint::tracking_status</a></div><div class="ttdeci">int tracking_status</div><div class="ttdoc">A zero indicates a lost point. </div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00042">types.h:42</a></div></div>
509 <div class="ttc" id="struct_keypoint_xhtml_a6150e0515f7202e2fb518f7206ed97dc"><div class="ttname"><a href="struct_keypoint.xhtml#a6150e0515f7202e2fb518f7206ed97dc">Keypoint::x</a></div><div class="ttdeci">int x</div><div class="ttdoc">The x coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="types_8h_source.xhtml#l00037">types.h:37</a></div></div>
510 <div class="ttc" id="struct_internal_keypoint_xhtml_aa4f0d3eebc3c443f9be81bf48561a217"><div class="ttname"><a href="struct_internal_keypoint.xhtml#aa4f0d3eebc3c443f9be81bf48561a217">InternalKeypoint::y</a></div><div class="ttdeci">float y</div><div class="ttdoc">The y coordinate. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00045">optical_flow_pyramid_lk.cl:45</a></div></div>
511 </div><!-- fragment -->
514 <a class="anchor" id="ae1961d0f636da631c35ffaf096187840"></a>
515 <div class="memitem">
516 <div class="memproto">
517 <table class="memname">
519 <td class="memname">void __kernel lktracker_stage0 </td>
521 <td class="paramtype">__global uchar * </td>
522 <td class="paramname"><em>old_image_ptr</em>, </td>
525 <td class="paramkey"></td>
527 <td class="paramtype">uint </td>
528 <td class="paramname"><em>old_image_stride_x</em>, </td>
531 <td class="paramkey"></td>
533 <td class="paramtype">uint </td>
534 <td class="paramname"><em>old_image_step_x</em>, </td>
537 <td class="paramkey"></td>
539 <td class="paramtype">uint </td>
540 <td class="paramname"><em>old_image_stride_y</em>, </td>
543 <td class="paramkey"></td>
545 <td class="paramtype">uint </td>
546 <td class="paramname"><em>old_image_step_y</em>, </td>
549 <td class="paramkey"></td>
551 <td class="paramtype">uint </td>
552 <td class="paramname"><em>old_image_offset_first_element_in_bytes</em>, </td>
555 <td class="paramkey"></td>
557 <td class="paramtype">__global uchar * </td>
558 <td class="paramname"><em>old_scharr_gx_ptr</em>, </td>
561 <td class="paramkey"></td>
563 <td class="paramtype">uint </td>
564 <td class="paramname"><em>old_scharr_gx_stride_x</em>, </td>
567 <td class="paramkey"></td>
569 <td class="paramtype">uint </td>
570 <td class="paramname"><em>old_scharr_gx_step_x</em>, </td>
573 <td class="paramkey"></td>
575 <td class="paramtype">uint </td>
576 <td class="paramname"><em>old_scharr_gx_stride_y</em>, </td>
579 <td class="paramkey"></td>
581 <td class="paramtype">uint </td>
582 <td class="paramname"><em>old_scharr_gx_step_y</em>, </td>
585 <td class="paramkey"></td>
587 <td class="paramtype">uint </td>
588 <td class="paramname"><em>old_scharr_gx_offset_first_element_in_bytes</em>, </td>
591 <td class="paramkey"></td>
593 <td class="paramtype">__global uchar * </td>
594 <td class="paramname"><em>old_scharr_gy_ptr</em>, </td>
597 <td class="paramkey"></td>
599 <td class="paramtype">uint </td>
600 <td class="paramname"><em>old_scharr_gy_stride_x</em>, </td>
603 <td class="paramkey"></td>
605 <td class="paramtype">uint </td>
606 <td class="paramname"><em>old_scharr_gy_step_x</em>, </td>
609 <td class="paramkey"></td>
611 <td class="paramtype">uint </td>
612 <td class="paramname"><em>old_scharr_gy_stride_y</em>, </td>
615 <td class="paramkey"></td>
617 <td class="paramtype">uint </td>
618 <td class="paramname"><em>old_scharr_gy_step_y</em>, </td>
621 <td class="paramkey"></td>
623 <td class="paramtype">uint </td>
624 <td class="paramname"><em>old_scharr_gy_offset_first_element_in_bytes</em>, </td>
627 <td class="paramkey"></td>
629 <td class="paramtype">__global float4 * </td>
630 <td class="paramname"><em>old_points</em>, </td>
633 <td class="paramkey"></td>
635 <td class="paramtype">__global float4 * </td>
636 <td class="paramname"><em>new_points</em>, </td>
639 <td class="paramkey"></td>
641 <td class="paramtype">__global float4 * </td>
642 <td class="paramname"><em>coeff</em>, </td>
645 <td class="paramkey"></td>
647 <td class="paramtype">__global short4 * </td>
648 <td class="paramname"><em>iold_val</em>, </td>
651 <td class="paramkey"></td>
653 <td class="paramtype">const int </td>
654 <td class="paramname"><em>window_dimension</em>, </td>
657 <td class="paramkey"></td>
659 <td class="paramtype">const int </td>
660 <td class="paramname"><em>window_dimension_pow2</em>, </td>
663 <td class="paramkey"></td>
665 <td class="paramtype">const int </td>
666 <td class="paramname"><em>half_window</em>, </td>
669 <td class="paramkey"></td>
671 <td class="paramtype">const float3 </td>
672 <td class="paramname"><em>border_limits</em>, </td>
675 <td class="paramkey"></td>
677 <td class="paramtype">const float </td>
678 <td class="paramname"><em>eig_const</em>, </td>
681 <td class="paramkey"></td>
683 <td class="paramtype">const int </td>
684 <td class="paramname"><em>level0</em> </td>
692 </div><div class="memdoc">
694 <p>Computes A11, A12, A22, min_eig, ival, ixval and iyval at level 0th of the pyramid. </p>
695 <p>These values will be used in step 1.</p>
696 <dl class="params"><dt>Parameters</dt><dd>
697 <table class="params">
698 <tr><td class="paramdir">[in]</td><td class="paramname">old_image_ptr</td><td>Pointer to the input old image. Supported data types: U8 </td></tr>
699 <tr><td class="paramdir">[in]</td><td class="paramname">old_image_stride_x</td><td>Stride of the input old image in X dimension (in bytes) </td></tr>
700 <tr><td class="paramdir">[in]</td><td class="paramname">old_image_step_x</td><td>old_image_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
701 <tr><td class="paramdir">[in]</td><td class="paramname">old_image_stride_y</td><td>Stride of the input old image in Y dimension (in bytes) </td></tr>
702 <tr><td class="paramdir">[in]</td><td class="paramname">old_image_step_y</td><td>old_image_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
703 <tr><td class="paramdir">[in]</td><td class="paramname">old_image_offset_first_element_in_bytes</td><td>The offset of the first element in the input old image </td></tr>
704 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gx_ptr</td><td>Pointer to the input scharr x image. Supported data types: S16 </td></tr>
705 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gx_stride_x</td><td>Stride of the input scharr x image in X dimension (in bytes) </td></tr>
706 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gx_step_x</td><td>old_scharr_gx_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
707 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gx_stride_y</td><td>Stride of the input scharr x image in Y dimension (in bytes) </td></tr>
708 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gx_step_y</td><td>old_scharr_gx_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
709 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gx_offset_first_element_in_bytes</td><td>The offset of the first element in the input scharr x image </td></tr>
710 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gy_ptr</td><td>Pointer to the input scharr y image. Supported data types: S16 </td></tr>
711 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gy_stride_x</td><td>Stride of the input scharr y image in X dimension (in bytes) </td></tr>
712 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gy_step_x</td><td>old_scharr_gy_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
713 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gy_stride_y</td><td>Stride of the input scharr y image in Y dimension (in bytes) </td></tr>
714 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gy_step_y</td><td>old_scharr_gy_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
715 <tr><td class="paramdir">[in]</td><td class="paramname">old_scharr_gy_offset_first_element_in_bytes</td><td>The offset of the first element in the input scharr y image </td></tr>
716 <tr><td class="paramdir">[in]</td><td class="paramname">old_points</td><td>An array of key points. Those key points are defined at the old_images high resolution pyramid </td></tr>
717 <tr><td class="paramdir">[in,out]</td><td class="paramname">new_points</td><td>An output array of key points. Those key points are defined at the new_images high resolution pyramid </td></tr>
718 <tr><td class="paramdir">[out]</td><td class="paramname">coeff</td><td>It stores | A11 | A12 | A22 | min_eig | for each keypoint </td></tr>
719 <tr><td class="paramdir">[out]</td><td class="paramname">iold_val</td><td>It stores | ival | ixval | iyval | dummy | for each point in the window centered on old_keypoint </td></tr>
720 <tr><td class="paramdir">[in]</td><td class="paramname">window_dimension</td><td>The size of the window on which to perform the algorithm </td></tr>
721 <tr><td class="paramdir">[in]</td><td class="paramname">window_dimension_pow2</td><td>The squared size of the window on which to perform the algorithm </td></tr>
722 <tr><td class="paramdir">[in]</td><td class="paramname">half_window</td><td>The half size of the window on which to perform the algorithm </td></tr>
723 <tr><td class="paramdir">[in]</td><td class="paramname">border_limits</td><td>It stores the right border limit (width - window_dimension - 1, height - window_dimension - 1,) </td></tr>
724 <tr><td class="paramdir">[in]</td><td class="paramname">eig_const</td><td>1.0f / (float)(2.0f * window_dimension * window_dimension) </td></tr>
725 <tr><td class="paramdir">[in]</td><td class="paramname">level0</td><td>It is set to 1 if level 0 of the pyramid </td></tr>
730 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00207">207</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
732 <p>References <a class="el" href="helpers_8h_source.xhtml#l00076">CONVERT_TO_IMAGE_STRUCT_NO_STEP</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00059">D0</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00060">D1</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00058">FLT_SCALE</a>, and <a class="el" href="helpers_8h_source.xhtml#l00201">offset()</a>.</p>
733 <div class="fragment"><div class="line"><a name="l00221"></a><span class="lineno"> 221</span> {</div><div class="line"><a name="l00222"></a><span class="lineno"> 222</span>  <span class="keywordtype">int</span> idx = get_global_id(0);</div><div class="line"><a name="l00223"></a><span class="lineno"> 223</span> </div><div class="line"><a name="l00224"></a><span class="lineno"> 224</span>  <a class="code" href="struct_image.xhtml">Image</a> old_image = <a class="code" href="helpers_8h.xhtml#a4334a4a76f8e9628c0fb9e1acf616e2a">CONVERT_TO_IMAGE_STRUCT_NO_STEP</a>(old_image);</div><div class="line"><a name="l00225"></a><span class="lineno"> 225</span>  <a class="code" href="struct_image.xhtml">Image</a> old_scharr_gx = <a class="code" href="helpers_8h.xhtml#a4334a4a76f8e9628c0fb9e1acf616e2a">CONVERT_TO_IMAGE_STRUCT_NO_STEP</a>(old_scharr_gx);</div><div class="line"><a name="l00226"></a><span class="lineno"> 226</span>  <a class="code" href="struct_image.xhtml">Image</a> old_scharr_gy = <a class="code" href="helpers_8h.xhtml#a4334a4a76f8e9628c0fb9e1acf616e2a">CONVERT_TO_IMAGE_STRUCT_NO_STEP</a>(old_scharr_gy);</div><div class="line"><a name="l00227"></a><span class="lineno"> 227</span> </div><div class="line"><a name="l00228"></a><span class="lineno"> 228</span>  <span class="comment">// Get old keypoint</span></div><div class="line"><a name="l00229"></a><span class="lineno"> 229</span>  float2 old_keypoint = old_points[idx].xy - (float2)half_window;</div><div class="line"><a name="l00230"></a><span class="lineno"> 230</span> </div><div class="line"><a name="l00231"></a><span class="lineno"> 231</span>  <span class="comment">// Get the floor value</span></div><div class="line"><a name="l00232"></a><span class="lineno"> 232</span>  float2 iold_keypoint = floor(old_keypoint);</div><div class="line"><a name="l00233"></a><span class="lineno"> 233</span> </div><div class="line"><a name="l00234"></a><span class="lineno"> 234</span>  <span class="comment">// Check if using the window dimension we can go out of boundary in the following for loops. If so, invalidate the tracked point</span></div><div class="line"><a name="l00235"></a><span class="lineno"> 235</span>  <span class="keywordflow">if</span>(any(iold_keypoint < border_limits.zz) || any(iold_keypoint >= border_limits.xy))</div><div class="line"><a name="l00236"></a><span class="lineno"> 236</span>  {</div><div class="line"><a name="l00237"></a><span class="lineno"> 237</span>  <span class="keywordflow">if</span>(level0 == 1)</div><div class="line"><a name="l00238"></a><span class="lineno"> 238</span>  {</div><div class="line"><a name="l00239"></a><span class="lineno"> 239</span>  <span class="comment">// Invalidate tracked point as we are at level 0</span></div><div class="line"><a name="l00240"></a><span class="lineno"> 240</span>  new_points[idx].s2 = 0.0f;</div><div class="line"><a name="l00241"></a><span class="lineno"> 241</span>  }</div><div class="line"><a name="l00242"></a><span class="lineno"> 242</span> </div><div class="line"><a name="l00243"></a><span class="lineno"> 243</span>  <span class="comment">// Not valid coordinate. It sets min_eig to 0.0f</span></div><div class="line"><a name="l00244"></a><span class="lineno"> 244</span>  coeff[idx].s3 = 0.0f;</div><div class="line"><a name="l00245"></a><span class="lineno"> 245</span> </div><div class="line"><a name="l00246"></a><span class="lineno"> 246</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00247"></a><span class="lineno"> 247</span>  }</div><div class="line"><a name="l00248"></a><span class="lineno"> 248</span> </div><div class="line"><a name="l00249"></a><span class="lineno"> 249</span>  <span class="comment">// Compute weight for the bilinear interpolation</span></div><div class="line"><a name="l00250"></a><span class="lineno"> 250</span>  float2 ab = old_keypoint - iold_keypoint;</div><div class="line"><a name="l00251"></a><span class="lineno"> 251</span> </div><div class="line"><a name="l00252"></a><span class="lineno"> 252</span>  <span class="comment">// Weight used for Bilinear-Interpolation on Scharr images</span></div><div class="line"><a name="l00253"></a><span class="lineno"> 253</span>  <span class="comment">// w_scharr.s0 = (1.0f - ab.x) * (1.0f - ab.y)</span></div><div class="line"><a name="l00254"></a><span class="lineno"> 254</span>  <span class="comment">// w_scharr.s1 = ab.x * (1.0f - ab.y)</span></div><div class="line"><a name="l00255"></a><span class="lineno"> 255</span>  <span class="comment">// w_scharr.s2 = (1.0f - ab.x) * ab.y</span></div><div class="line"><a name="l00256"></a><span class="lineno"> 256</span>  <span class="comment">// w_scharr.s3 = ab.x * ab.y</span></div><div class="line"><a name="l00257"></a><span class="lineno"> 257</span> </div><div class="line"><a name="l00258"></a><span class="lineno"> 258</span>  float4 w_scharr;</div><div class="line"><a name="l00259"></a><span class="lineno"> 259</span>  w_scharr.s3 = ab.x * ab.y;</div><div class="line"><a name="l00260"></a><span class="lineno"> 260</span>  w_scharr.s0 = w_scharr.s3 + 1.0f - ab.x - ab.y;</div><div class="line"><a name="l00261"></a><span class="lineno"> 261</span>  w_scharr.s12 = ab - (float2)w_scharr.s3;</div><div class="line"><a name="l00262"></a><span class="lineno"> 262</span> </div><div class="line"><a name="l00263"></a><span class="lineno"> 263</span>  <span class="comment">// Weight used for Bilinear-Interpolation on Old and New images</span></div><div class="line"><a name="l00264"></a><span class="lineno"> 264</span>  <span class="comment">// w.s0 = round(w_scharr.s0 * D0)</span></div><div class="line"><a name="l00265"></a><span class="lineno"> 265</span>  <span class="comment">// w.s1 = round(w_scharr.s1 * D0)</span></div><div class="line"><a name="l00266"></a><span class="lineno"> 266</span>  <span class="comment">// w.s2 = round(w_scharr.s2 * D0)</span></div><div class="line"><a name="l00267"></a><span class="lineno"> 267</span>  <span class="comment">// w.s3 = w.s3 = D0 - w.s0 - w.s1 - w.s2</span></div><div class="line"><a name="l00268"></a><span class="lineno"> 268</span> </div><div class="line"><a name="l00269"></a><span class="lineno"> 269</span>  float4 w;</div><div class="line"><a name="l00270"></a><span class="lineno"> 270</span>  w = round(w_scharr * (float4)<a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#ae0b2360d4b8e961bf2709b0663fd9f2a">D0</a>);</div><div class="line"><a name="l00271"></a><span class="lineno"> 271</span>  w.s3 = <a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#ae0b2360d4b8e961bf2709b0663fd9f2a">D0</a> - w.s0 - w.s1 - w.s2; <span class="comment">// Added for matching VX implementation</span></div><div class="line"><a name="l00272"></a><span class="lineno"> 272</span> </div><div class="line"><a name="l00273"></a><span class="lineno"> 273</span>  <span class="comment">// G.s0 = A11, G.s1 = A12, G.s2 = A22, G.s3 = min_eig</span></div><div class="line"><a name="l00274"></a><span class="lineno"> 274</span>  int4 iG = (int4)0;</div><div class="line"><a name="l00275"></a><span class="lineno"> 275</span> </div><div class="line"><a name="l00276"></a><span class="lineno"> 276</span>  <span class="comment">// Window offset</span></div><div class="line"><a name="l00277"></a><span class="lineno"> 277</span>  <span class="keywordtype">int</span> window_offset = idx * window_dimension_pow2;</div><div class="line"><a name="l00278"></a><span class="lineno"> 278</span> </div><div class="line"><a name="l00279"></a><span class="lineno"> 279</span>  <span class="comment">// Compute Spatial Gradient Matrix G</span></div><div class="line"><a name="l00280"></a><span class="lineno"> 280</span>  <span class="keywordflow">for</span>(ushort ky = 0; ky < window_dimension; ++ky)</div><div class="line"><a name="l00281"></a><span class="lineno"> 281</span>  {</div><div class="line"><a name="l00282"></a><span class="lineno"> 282</span>  <span class="keywordtype">int</span> offset_y = iold_keypoint.y + ky;</div><div class="line"><a name="l00283"></a><span class="lineno"> 283</span>  <span class="keywordflow">for</span>(ushort kx = 0; kx < window_dimension; ++kx)</div><div class="line"><a name="l00284"></a><span class="lineno"> 284</span>  {</div><div class="line"><a name="l00285"></a><span class="lineno"> 285</span>  <span class="keywordtype">int</span> offset_x = iold_keypoint.x + kx;</div><div class="line"><a name="l00286"></a><span class="lineno"> 286</span>  float4 px;</div><div class="line"><a name="l00287"></a><span class="lineno"> 287</span> </div><div class="line"><a name="l00288"></a><span class="lineno"> 288</span>  <span class="comment">// Load values from old_image for computing the bilinear interpolation</span></div><div class="line"><a name="l00289"></a><span class="lineno"> 289</span>  px = convert_float4((uchar4)(vload2(0, <a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&old_image, offset_x, offset_y)),</div><div class="line"><a name="l00290"></a><span class="lineno"> 290</span>  vload2(0, <a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&old_image, offset_x, offset_y + 1))));</div><div class="line"><a name="l00291"></a><span class="lineno"> 291</span> </div><div class="line"><a name="l00292"></a><span class="lineno"> 292</span>  <span class="comment">// old_i.s0 = ival, old_i.s1 = ixval, old_i.s2 = iyval, old_i.s3 = dummy</span></div><div class="line"><a name="l00293"></a><span class="lineno"> 293</span>  float4 old_i;</div><div class="line"><a name="l00294"></a><span class="lineno"> 294</span> </div><div class="line"><a name="l00295"></a><span class="lineno"> 295</span>  <span class="comment">// Compute bilinear interpolation (with D1 scale factor) for ival</span></div><div class="line"><a name="l00296"></a><span class="lineno"> 296</span>  old_i.s0 = dot(px, w) * <a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#a52deba56234661c77d4b9573d5175ae2">D1</a>;</div><div class="line"><a name="l00297"></a><span class="lineno"> 297</span> </div><div class="line"><a name="l00298"></a><span class="lineno"> 298</span>  <span class="comment">// Load values from old_scharr_gx for computing the bilinear interpolation</span></div><div class="line"><a name="l00299"></a><span class="lineno"> 299</span>  px = convert_float4((short4)(vload2(0, (__global <span class="keywordtype">short</span> *)<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&old_scharr_gx, offset_x, offset_y)),</div><div class="line"><a name="l00300"></a><span class="lineno"> 300</span>  vload2(0, (__global <span class="keywordtype">short</span> *)<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&old_scharr_gx, offset_x, offset_y + 1))));</div><div class="line"><a name="l00301"></a><span class="lineno"> 301</span> </div><div class="line"><a name="l00302"></a><span class="lineno"> 302</span>  <span class="comment">// Compute bilinear interpolation for ixval</span></div><div class="line"><a name="l00303"></a><span class="lineno"> 303</span>  old_i.s1 = dot(px, w_scharr);</div><div class="line"><a name="l00304"></a><span class="lineno"> 304</span> </div><div class="line"><a name="l00305"></a><span class="lineno"> 305</span>  <span class="comment">// Load values from old_scharr_gy for computing the bilinear interpolation</span></div><div class="line"><a name="l00306"></a><span class="lineno"> 306</span>  px = convert_float4((short4)(vload2(0, (__global <span class="keywordtype">short</span> *)<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&old_scharr_gy, offset_x, offset_y)),</div><div class="line"><a name="l00307"></a><span class="lineno"> 307</span>  vload2(0, (__global <span class="keywordtype">short</span> *)<a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&old_scharr_gy, offset_x, offset_y + 1))));</div><div class="line"><a name="l00308"></a><span class="lineno"> 308</span> </div><div class="line"><a name="l00309"></a><span class="lineno"> 309</span>  <span class="comment">// Compute bilinear interpolation for iyval</span></div><div class="line"><a name="l00310"></a><span class="lineno"> 310</span>  old_i.s2 = dot(px, w_scharr);</div><div class="line"><a name="l00311"></a><span class="lineno"> 311</span> </div><div class="line"><a name="l00312"></a><span class="lineno"> 312</span>  <span class="comment">// Rounding (it could be omitted. Used just for matching the VX implementation)</span></div><div class="line"><a name="l00313"></a><span class="lineno"> 313</span>  int4 iold = convert_int4(round(old_i));</div><div class="line"><a name="l00314"></a><span class="lineno"> 314</span> </div><div class="line"><a name="l00315"></a><span class="lineno"> 315</span>  <span class="comment">// Accumulate values in the Spatial Gradient Matrix</span></div><div class="line"><a name="l00316"></a><span class="lineno"> 316</span>  iG.s0 += (int)(iold.s1 * iold.s1);</div><div class="line"><a name="l00317"></a><span class="lineno"> 317</span>  iG.s1 += (int)(iold.s1 * iold.s2);</div><div class="line"><a name="l00318"></a><span class="lineno"> 318</span>  iG.s2 += (int)(iold.s2 * iold.s2);</div><div class="line"><a name="l00319"></a><span class="lineno"> 319</span> </div><div class="line"><a name="l00320"></a><span class="lineno"> 320</span>  <span class="comment">// Store ival, ixval and iyval</span></div><div class="line"><a name="l00321"></a><span class="lineno"> 321</span>  iold_val[window_offset + kx] = convert_short4(iold);</div><div class="line"><a name="l00322"></a><span class="lineno"> 322</span>  }</div><div class="line"><a name="l00323"></a><span class="lineno"> 323</span>  window_offset += window_dimension;</div><div class="line"><a name="l00324"></a><span class="lineno"> 324</span>  }</div><div class="line"><a name="l00325"></a><span class="lineno"> 325</span> </div><div class="line"><a name="l00326"></a><span class="lineno"> 326</span>  <span class="comment">// Scale iA11, iA12 and iA22</span></div><div class="line"><a name="l00327"></a><span class="lineno"> 327</span>  float4 <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aadfcf28d0734569a6a693bc8194de62bf">G</a> = convert_float4(iG) * (float4)<a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#a1852457538f524c42f96b66882bd9b35">FLT_SCALE</a>;</div><div class="line"><a name="l00328"></a><span class="lineno"> 328</span> </div><div class="line"><a name="l00329"></a><span class="lineno"> 329</span>  <span class="comment">// Compute minimum eigen value</span></div><div class="line"><a name="l00330"></a><span class="lineno"> 330</span>  G.s3 = (float)(G.s2 + G.s0 - sqrt(pown(G.s0 - G.s2, 2) + 4.0f * G.s1 * G.s1)) * eig_const;</div><div class="line"><a name="l00331"></a><span class="lineno"> 331</span> </div><div class="line"><a name="l00332"></a><span class="lineno"> 332</span>  <span class="comment">// Store A11. A11, A22 and min_eig</span></div><div class="line"><a name="l00333"></a><span class="lineno"> 333</span>  coeff[idx] = G;</div><div class="line"><a name="l00334"></a><span class="lineno"> 334</span> }</div><div class="ttc" id="optical__flow__pyramid__lk_8cl_xhtml_ae0b2360d4b8e961bf2709b0663fd9f2a"><div class="ttname"><a href="optical__flow__pyramid__lk_8cl.xhtml#ae0b2360d4b8e961bf2709b0663fd9f2a">D0</a></div><div class="ttdeci">#define D0</div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00059">optical_flow_pyramid_lk.cl:59</a></div></div>
734 <div class="ttc" id="helpers_8h_xhtml_a4334a4a76f8e9628c0fb9e1acf616e2a"><div class="ttname"><a href="helpers_8h.xhtml#a4334a4a76f8e9628c0fb9e1acf616e2a">CONVERT_TO_IMAGE_STRUCT_NO_STEP</a></div><div class="ttdeci">#define CONVERT_TO_IMAGE_STRUCT_NO_STEP(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00076">helpers.h:76</a></div></div>
735 <div class="ttc" id="helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00201">helpers.h:201</a></div></div>
736 <div class="ttc" id="optical__flow__pyramid__lk_8cl_xhtml_a52deba56234661c77d4b9573d5175ae2"><div class="ttname"><a href="optical__flow__pyramid__lk_8cl.xhtml#a52deba56234661c77d4b9573d5175ae2">D1</a></div><div class="ttdeci">#define D1</div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00060">optical_flow_pyramid_lk.cl:60</a></div></div>
737 <div class="ttc" id="struct_image_xhtml"><div class="ttname"><a href="struct_image.xhtml">Image</a></div><div class="ttdoc">Structure to hold Image information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00095">helpers.h:95</a></div></div>
738 <div class="ttc" id="optical__flow__pyramid__lk_8cl_xhtml_a1852457538f524c42f96b66882bd9b35"><div class="ttname"><a href="optical__flow__pyramid__lk_8cl.xhtml#a1852457538f524c42f96b66882bd9b35">FLT_SCALE</a></div><div class="ttdeci">#define FLT_SCALE</div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00058">optical_flow_pyramid_lk.cl:58</a></div></div>
739 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aadfcf28d0734569a6a693bc8194de62bf"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aadfcf28d0734569a6a693bc8194de62bf">arm_compute::Channel::G</a></div><div class="ttdoc">Green channel. </div></div>
740 </div><!-- fragment -->
743 <a class="anchor" id="a97401877f0071dbe2443c697b29d80e0"></a>
744 <div class="memitem">
745 <div class="memproto">
746 <table class="memname">
748 <td class="memname">void __kernel lktracker_stage1 </td>
750 <td class="paramtype">__global uchar * </td>
751 <td class="paramname"><em>new_image_ptr</em>, </td>
754 <td class="paramkey"></td>
756 <td class="paramtype">uint </td>
757 <td class="paramname"><em>new_image_stride_x</em>, </td>
760 <td class="paramkey"></td>
762 <td class="paramtype">uint </td>
763 <td class="paramname"><em>new_image_step_x</em>, </td>
766 <td class="paramkey"></td>
768 <td class="paramtype">uint </td>
769 <td class="paramname"><em>new_image_stride_y</em>, </td>
772 <td class="paramkey"></td>
774 <td class="paramtype">uint </td>
775 <td class="paramname"><em>new_image_step_y</em>, </td>
778 <td class="paramkey"></td>
780 <td class="paramtype">uint </td>
781 <td class="paramname"><em>new_image_offset_first_element_in_bytes</em>, </td>
784 <td class="paramkey"></td>
786 <td class="paramtype">__global float4 * </td>
787 <td class="paramname"><em>new_points</em>, </td>
790 <td class="paramkey"></td>
792 <td class="paramtype">__global float4 * </td>
793 <td class="paramname"><em>coeff</em>, </td>
796 <td class="paramkey"></td>
798 <td class="paramtype">__global short4 * </td>
799 <td class="paramname"><em>iold_val</em>, </td>
802 <td class="paramkey"></td>
804 <td class="paramtype">const int </td>
805 <td class="paramname"><em>window_dimension</em>, </td>
808 <td class="paramkey"></td>
810 <td class="paramtype">const int </td>
811 <td class="paramname"><em>window_dimension_pow2</em>, </td>
814 <td class="paramkey"></td>
816 <td class="paramtype">const int </td>
817 <td class="paramname"><em>half_window</em>, </td>
820 <td class="paramkey"></td>
822 <td class="paramtype">const int </td>
823 <td class="paramname"><em>num_iterations</em>, </td>
826 <td class="paramkey"></td>
828 <td class="paramtype">const float </td>
829 <td class="paramname"><em>epsilon</em>, </td>
832 <td class="paramkey"></td>
834 <td class="paramtype">const float3 </td>
835 <td class="paramname"><em>border_limits</em>, </td>
838 <td class="paramkey"></td>
840 <td class="paramtype">const float </td>
841 <td class="paramname"><em>eig_const</em>, </td>
844 <td class="paramkey"></td>
846 <td class="paramtype">const int </td>
847 <td class="paramname"><em>level0</em>, </td>
850 <td class="paramkey"></td>
852 <td class="paramtype">const int </td>
853 <td class="paramname"><em>term_iteration</em>, </td>
856 <td class="paramkey"></td>
858 <td class="paramtype">const int </td>
859 <td class="paramname"><em>term_epsilon</em> </td>
867 </div><div class="memdoc">
869 <p>Computes the motion vector for a given keypoint. </p>
870 <dl class="params"><dt>Parameters</dt><dd>
871 <table class="params">
872 <tr><td class="paramdir">[in]</td><td class="paramname">new_image_ptr</td><td>Pointer to the input new image. Supported data types: U8 </td></tr>
873 <tr><td class="paramdir">[in]</td><td class="paramname">new_image_stride_x</td><td>Stride of the input new image in X dimension (in bytes) </td></tr>
874 <tr><td class="paramdir">[in]</td><td class="paramname">new_image_step_x</td><td>new_image_stride_x * number of elements along X processed per workitem(in bytes) </td></tr>
875 <tr><td class="paramdir">[in]</td><td class="paramname">new_image_stride_y</td><td>Stride of the input new image in Y dimension (in bytes) </td></tr>
876 <tr><td class="paramdir">[in]</td><td class="paramname">new_image_step_y</td><td>new_image_stride_y * number of elements along Y processed per workitem(in bytes) </td></tr>
877 <tr><td class="paramdir">[in]</td><td class="paramname">new_image_offset_first_element_in_bytes</td><td>The offset of the first element in the input new image </td></tr>
878 <tr><td class="paramdir">[in,out]</td><td class="paramname">new_points</td><td>An output array of key points. Those key points are defined at the new_images high resolution pyramid </td></tr>
879 <tr><td class="paramdir">[in]</td><td class="paramname">coeff</td><td>The | A11 | A12 | A22 | min_eig | for each keypoint </td></tr>
880 <tr><td class="paramdir">[in]</td><td class="paramname">iold_val</td><td>The | ival | ixval | iyval | dummy | for each point in the window centered on old_keypoint </td></tr>
881 <tr><td class="paramdir">[in]</td><td class="paramname">window_dimension</td><td>The size of the window on which to perform the algorithm </td></tr>
882 <tr><td class="paramdir">[in]</td><td class="paramname">window_dimension_pow2</td><td>The squared size of the window on which to perform the algorithm </td></tr>
883 <tr><td class="paramdir">[in]</td><td class="paramname">half_window</td><td>The half size of the window on which to perform the algorithm </td></tr>
884 <tr><td class="paramdir">[in]</td><td class="paramname">num_iterations</td><td>The maximum number of iterations </td></tr>
885 <tr><td class="paramdir">[in]</td><td class="paramname">epsilon</td><td>The value for terminating the algorithm. </td></tr>
886 <tr><td class="paramdir">[in]</td><td class="paramname">border_limits</td><td>It stores the right border limit (width - window_dimension - 1, height - window_dimension - 1,) </td></tr>
887 <tr><td class="paramdir">[in]</td><td class="paramname">eig_const</td><td>1.0f / (float)(2.0f * window_dimension * window_dimension) </td></tr>
888 <tr><td class="paramdir">[in]</td><td class="paramname">level0</td><td>It is set to 1 if level of pyramid = 0 </td></tr>
889 <tr><td class="paramdir">[in]</td><td class="paramname">term_iteration</td><td>It is set to 1 if termination = VX_TERM_CRITERIA_ITERATIONS </td></tr>
890 <tr><td class="paramdir">[in]</td><td class="paramname">term_epsilon</td><td>It is set to 1 if termination = VX_TERM_CRITERIA_EPSILON </td></tr>
895 <p>Definition at line <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00358">358</a> of file <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml">optical_flow_pyramid_lk.cl</a>.</p>
897 <p>References <a class="el" href="helpers_8h_source.xhtml#l00076">CONVERT_TO_IMAGE_STRUCT_NO_STEP</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00059">D0</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00060">D1</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00051">DETERMINANT_THR</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00054">EIGENVALUE_THR</a>, <a class="el" href="optical__flow__pyramid__lk_8cl_source.xhtml#l00058">FLT_SCALE</a>, and <a class="el" href="helpers_8h_source.xhtml#l00201">offset()</a>.</p>
898 <div class="fragment"><div class="line"><a name="l00373"></a><span class="lineno"> 373</span> {</div><div class="line"><a name="l00374"></a><span class="lineno"> 374</span>  <span class="keywordtype">int</span> idx = get_global_id(0);</div><div class="line"><a name="l00375"></a><span class="lineno"> 375</span>  <a class="code" href="struct_image.xhtml">Image</a> new_image = <a class="code" href="helpers_8h.xhtml#a4334a4a76f8e9628c0fb9e1acf616e2a">CONVERT_TO_IMAGE_STRUCT_NO_STEP</a>(new_image);</div><div class="line"><a name="l00376"></a><span class="lineno"> 376</span> </div><div class="line"><a name="l00377"></a><span class="lineno"> 377</span>  <span class="comment">// G.s0 = A11, G.s1 = A12, G.s2 = A22, G.s3 = min_eig</span></div><div class="line"><a name="l00378"></a><span class="lineno"> 378</span>  float4 <a class="code" href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aadfcf28d0734569a6a693bc8194de62bf">G</a> = coeff[idx];</div><div class="line"><a name="l00379"></a><span class="lineno"> 379</span> </div><div class="line"><a name="l00380"></a><span class="lineno"> 380</span>  <span class="comment">// Determinant</span></div><div class="line"><a name="l00381"></a><span class="lineno"> 381</span>  <span class="keywordtype">float</span> D = G.s0 * G.s2 - G.s1 * G.s1;</div><div class="line"><a name="l00382"></a><span class="lineno"> 382</span> </div><div class="line"><a name="l00383"></a><span class="lineno"> 383</span>  <span class="comment">// Check if it is a good point to track</span></div><div class="line"><a name="l00384"></a><span class="lineno"> 384</span>  <span class="keywordflow">if</span>(G.s3 < <a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#a3955a0fbedb5b3eae9a38801fb01bac5">EIGENVALUE_THR</a> || D < <a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#a0f3927d942874a04e6464bdb946de046">DETERMINANT_THR</a>)</div><div class="line"><a name="l00385"></a><span class="lineno"> 385</span>  {</div><div class="line"><a name="l00386"></a><span class="lineno"> 386</span>  <span class="keywordflow">if</span>(level0 == 1)</div><div class="line"><a name="l00387"></a><span class="lineno"> 387</span>  {</div><div class="line"><a name="l00388"></a><span class="lineno"> 388</span>  <span class="comment">// Invalidate tracked point as we are at level 0</span></div><div class="line"><a name="l00389"></a><span class="lineno"> 389</span>  new_points[idx].s2 = 0;</div><div class="line"><a name="l00390"></a><span class="lineno"> 390</span>  }</div><div class="line"><a name="l00391"></a><span class="lineno"> 391</span> </div><div class="line"><a name="l00392"></a><span class="lineno"> 392</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00393"></a><span class="lineno"> 393</span>  }</div><div class="line"><a name="l00394"></a><span class="lineno"> 394</span> </div><div class="line"><a name="l00395"></a><span class="lineno"> 395</span>  <span class="comment">// Compute inverse</span></div><div class="line"><a name="l00396"></a><span class="lineno"> 396</span>  <span class="comment">//D = native_recip(D);</span></div><div class="line"><a name="l00397"></a><span class="lineno"> 397</span>  D = 1.0 / D;</div><div class="line"><a name="l00398"></a><span class="lineno"> 398</span> </div><div class="line"><a name="l00399"></a><span class="lineno"> 399</span>  <span class="comment">// Get new keypoint</span></div><div class="line"><a name="l00400"></a><span class="lineno"> 400</span>  float2 new_keypoint = new_points[idx].xy - (float)half_window;</div><div class="line"><a name="l00401"></a><span class="lineno"> 401</span> </div><div class="line"><a name="l00402"></a><span class="lineno"> 402</span>  <span class="comment">// Get new point</span></div><div class="line"><a name="l00403"></a><span class="lineno"> 403</span>  float2 out_new_point = new_points[idx].xy;</div><div class="line"><a name="l00404"></a><span class="lineno"> 404</span> </div><div class="line"><a name="l00405"></a><span class="lineno"> 405</span>  <span class="comment">// Keep delta obtained in the previous iteration</span></div><div class="line"><a name="l00406"></a><span class="lineno"> 406</span>  float2 prev_delta = (float2)0.0f;</div><div class="line"><a name="l00407"></a><span class="lineno"> 407</span> </div><div class="line"><a name="l00408"></a><span class="lineno"> 408</span>  <span class="keywordtype">int</span> j = 0;</div><div class="line"><a name="l00409"></a><span class="lineno"> 409</span>  <span class="keywordflow">while</span>(j < num_iterations)</div><div class="line"><a name="l00410"></a><span class="lineno"> 410</span>  {</div><div class="line"><a name="l00411"></a><span class="lineno"> 411</span>  <span class="comment">// Get the floor value</span></div><div class="line"><a name="l00412"></a><span class="lineno"> 412</span>  float2 inew_keypoint = floor(new_keypoint);</div><div class="line"><a name="l00413"></a><span class="lineno"> 413</span> </div><div class="line"><a name="l00414"></a><span class="lineno"> 414</span>  <span class="comment">// Check if using the window dimension we can go out of boundary in the following for loops. If so, invalidate the tracked point</span></div><div class="line"><a name="l00415"></a><span class="lineno"> 415</span>  <span class="keywordflow">if</span>(any(inew_keypoint < border_limits.zz) || any(inew_keypoint >= border_limits.xy))</div><div class="line"><a name="l00416"></a><span class="lineno"> 416</span>  {</div><div class="line"><a name="l00417"></a><span class="lineno"> 417</span>  <span class="keywordflow">if</span>(level0 == 1)</div><div class="line"><a name="l00418"></a><span class="lineno"> 418</span>  {</div><div class="line"><a name="l00419"></a><span class="lineno"> 419</span>  <span class="comment">// Invalidate tracked point as we are at level 0</span></div><div class="line"><a name="l00420"></a><span class="lineno"> 420</span>  new_points[idx].s2 = 0.0f;</div><div class="line"><a name="l00421"></a><span class="lineno"> 421</span>  }</div><div class="line"><a name="l00422"></a><span class="lineno"> 422</span>  <span class="keywordflow">else</span></div><div class="line"><a name="l00423"></a><span class="lineno"> 423</span>  {</div><div class="line"><a name="l00424"></a><span class="lineno"> 424</span>  new_points[idx].xy = out_new_point;</div><div class="line"><a name="l00425"></a><span class="lineno"> 425</span>  }</div><div class="line"><a name="l00426"></a><span class="lineno"> 426</span> </div><div class="line"><a name="l00427"></a><span class="lineno"> 427</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00428"></a><span class="lineno"> 428</span>  }</div><div class="line"><a name="l00429"></a><span class="lineno"> 429</span> </div><div class="line"><a name="l00430"></a><span class="lineno"> 430</span>  <span class="comment">// Compute weight for the bilinear interpolation</span></div><div class="line"><a name="l00431"></a><span class="lineno"> 431</span>  float2 ab = new_keypoint - inew_keypoint;</div><div class="line"><a name="l00432"></a><span class="lineno"> 432</span> </div><div class="line"><a name="l00433"></a><span class="lineno"> 433</span>  <span class="comment">// Weight used for Bilinear-Interpolation on Old and New images</span></div><div class="line"><a name="l00434"></a><span class="lineno"> 434</span>  <span class="comment">// w.s0 = round((1.0f - ab.x) * (1.0f - ab.y) * D0)</span></div><div class="line"><a name="l00435"></a><span class="lineno"> 435</span>  <span class="comment">// w.s1 = round(ab.x * (1.0f - ab.y) * D0)</span></div><div class="line"><a name="l00436"></a><span class="lineno"> 436</span>  <span class="comment">// w.s2 = round((1.0f - ab.x) * ab.y * D0)</span></div><div class="line"><a name="l00437"></a><span class="lineno"> 437</span>  <span class="comment">// w.s3 = D0 - w.s0 - w.s1 - w.s2</span></div><div class="line"><a name="l00438"></a><span class="lineno"> 438</span> </div><div class="line"><a name="l00439"></a><span class="lineno"> 439</span>  float4 w;</div><div class="line"><a name="l00440"></a><span class="lineno"> 440</span>  w.s3 = ab.x * ab.y;</div><div class="line"><a name="l00441"></a><span class="lineno"> 441</span>  w.s0 = w.s3 + 1.0f - ab.x - ab.y;</div><div class="line"><a name="l00442"></a><span class="lineno"> 442</span>  w.s12 = ab - (float2)w.s3;</div><div class="line"><a name="l00443"></a><span class="lineno"> 443</span>  w = round(w * (float4)<a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#ae0b2360d4b8e961bf2709b0663fd9f2a">D0</a>);</div><div class="line"><a name="l00444"></a><span class="lineno"> 444</span>  w.s3 = <a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#ae0b2360d4b8e961bf2709b0663fd9f2a">D0</a> - w.s0 - w.s1 - w.s2;</div><div class="line"><a name="l00445"></a><span class="lineno"> 445</span> </div><div class="line"><a name="l00446"></a><span class="lineno"> 446</span>  <span class="comment">// Mismatch vector</span></div><div class="line"><a name="l00447"></a><span class="lineno"> 447</span>  int2 ib = 0;</div><div class="line"><a name="l00448"></a><span class="lineno"> 448</span> </div><div class="line"><a name="l00449"></a><span class="lineno"> 449</span>  <span class="comment">// Old val offset</span></div><div class="line"><a name="l00450"></a><span class="lineno"> 450</span>  <span class="keywordtype">int</span> old_val_offset = idx * window_dimension_pow2;</div><div class="line"><a name="l00451"></a><span class="lineno"> 451</span> </div><div class="line"><a name="l00452"></a><span class="lineno"> 452</span>  <span class="keywordflow">for</span>(<span class="keywordtype">int</span> ky = 0; ky < window_dimension; ++ky)</div><div class="line"><a name="l00453"></a><span class="lineno"> 453</span>  {</div><div class="line"><a name="l00454"></a><span class="lineno"> 454</span>  <span class="keywordflow">for</span>(<span class="keywordtype">int</span> kx = 0; kx < window_dimension; ++kx)</div><div class="line"><a name="l00455"></a><span class="lineno"> 455</span>  {</div><div class="line"><a name="l00456"></a><span class="lineno"> 456</span>  <span class="comment">// ival, ixval and iyval have been computed in the previous stage</span></div><div class="line"><a name="l00457"></a><span class="lineno"> 457</span>  int4 old_ival = convert_int4(iold_val[old_val_offset]);</div><div class="line"><a name="l00458"></a><span class="lineno"> 458</span> </div><div class="line"><a name="l00459"></a><span class="lineno"> 459</span>  <span class="comment">// Load values from old_image for computing the bilinear interpolation</span></div><div class="line"><a name="l00460"></a><span class="lineno"> 460</span>  float4 px = convert_float4((uchar4)(vload2(0, <a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&new_image, inew_keypoint.x + kx, inew_keypoint.y + ky)),</div><div class="line"><a name="l00461"></a><span class="lineno"> 461</span>  vload2(0, <a class="code" href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a>(&new_image, inew_keypoint.x + kx, inew_keypoint.y + ky + 1))));</div><div class="line"><a name="l00462"></a><span class="lineno"> 462</span> </div><div class="line"><a name="l00463"></a><span class="lineno"> 463</span>  <span class="comment">// Compute bilinear interpolation on new image</span></div><div class="line"><a name="l00464"></a><span class="lineno"> 464</span>  <span class="keywordtype">int</span> jval = (int)round(dot(px, w) * <a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#a52deba56234661c77d4b9573d5175ae2">D1</a>);</div><div class="line"><a name="l00465"></a><span class="lineno"> 465</span> </div><div class="line"><a name="l00466"></a><span class="lineno"> 466</span>  <span class="comment">// Compute luminance difference</span></div><div class="line"><a name="l00467"></a><span class="lineno"> 467</span>  <span class="keywordtype">int</span> diff = (int)(jval - old_ival.s0);</div><div class="line"><a name="l00468"></a><span class="lineno"> 468</span> </div><div class="line"><a name="l00469"></a><span class="lineno"> 469</span>  <span class="comment">// Accumulate values in mismatch vector</span></div><div class="line"><a name="l00470"></a><span class="lineno"> 470</span>  ib += (diff * old_ival.s12);</div><div class="line"><a name="l00471"></a><span class="lineno"> 471</span> </div><div class="line"><a name="l00472"></a><span class="lineno"> 472</span>  <span class="comment">// Update old val offset</span></div><div class="line"><a name="l00473"></a><span class="lineno"> 473</span>  old_val_offset++;</div><div class="line"><a name="l00474"></a><span class="lineno"> 474</span>  }</div><div class="line"><a name="l00475"></a><span class="lineno"> 475</span>  }</div><div class="line"><a name="l00476"></a><span class="lineno"> 476</span> </div><div class="line"><a name="l00477"></a><span class="lineno"> 477</span>  float2 b = convert_float2(ib) * (float2)<a class="code" href="optical__flow__pyramid__lk_8cl.xhtml#a1852457538f524c42f96b66882bd9b35">FLT_SCALE</a>;</div><div class="line"><a name="l00478"></a><span class="lineno"> 478</span> </div><div class="line"><a name="l00479"></a><span class="lineno"> 479</span>  <span class="comment">// Optical Flow</span></div><div class="line"><a name="l00480"></a><span class="lineno"> 480</span>  float2 delta;</div><div class="line"><a name="l00481"></a><span class="lineno"> 481</span> </div><div class="line"><a name="l00482"></a><span class="lineno"> 482</span>  delta.x = (float)((G.s1 * b.y - G.s2 * b.x) * D);</div><div class="line"><a name="l00483"></a><span class="lineno"> 483</span>  delta.y = (float)((G.s1 * b.x - G.s0 * b.y) * D);</div><div class="line"><a name="l00484"></a><span class="lineno"> 484</span> </div><div class="line"><a name="l00485"></a><span class="lineno"> 485</span>  <span class="comment">// Update new point coordinate</span></div><div class="line"><a name="l00486"></a><span class="lineno"> 486</span>  new_keypoint += delta;</div><div class="line"><a name="l00487"></a><span class="lineno"> 487</span> </div><div class="line"><a name="l00488"></a><span class="lineno"> 488</span>  out_new_point = new_keypoint + (float2)half_window;</div><div class="line"><a name="l00489"></a><span class="lineno"> 489</span> </div><div class="line"><a name="l00490"></a><span class="lineno"> 490</span>  <span class="keywordflow">if</span>(term_epsilon == 1)</div><div class="line"><a name="l00491"></a><span class="lineno"> 491</span>  {</div><div class="line"><a name="l00492"></a><span class="lineno"> 492</span>  <span class="keywordtype">float</span> mag2 = dot(delta, delta);</div><div class="line"><a name="l00493"></a><span class="lineno"> 493</span> </div><div class="line"><a name="l00494"></a><span class="lineno"> 494</span>  <span class="keywordflow">if</span>(mag2 <= epsilon)</div><div class="line"><a name="l00495"></a><span class="lineno"> 495</span>  {</div><div class="line"><a name="l00496"></a><span class="lineno"> 496</span>  new_points[idx].xy = out_new_point;</div><div class="line"><a name="l00497"></a><span class="lineno"> 497</span> </div><div class="line"><a name="l00498"></a><span class="lineno"> 498</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00499"></a><span class="lineno"> 499</span>  }</div><div class="line"><a name="l00500"></a><span class="lineno"> 500</span>  }</div><div class="line"><a name="l00501"></a><span class="lineno"> 501</span> </div><div class="line"><a name="l00502"></a><span class="lineno"> 502</span>  <span class="comment">// Check convergence analyzing the previous delta</span></div><div class="line"><a name="l00503"></a><span class="lineno"> 503</span>  <span class="keywordflow">if</span>(j > 0 && all(fabs(delta + prev_delta) < (float2)0.01f))</div><div class="line"><a name="l00504"></a><span class="lineno"> 504</span>  {</div><div class="line"><a name="l00505"></a><span class="lineno"> 505</span>  out_new_point -= delta * (float2)0.5f;</div><div class="line"><a name="l00506"></a><span class="lineno"> 506</span> </div><div class="line"><a name="l00507"></a><span class="lineno"> 507</span>  new_points[idx].xy = out_new_point;</div><div class="line"><a name="l00508"></a><span class="lineno"> 508</span> </div><div class="line"><a name="l00509"></a><span class="lineno"> 509</span>  <span class="keywordflow">return</span>;</div><div class="line"><a name="l00510"></a><span class="lineno"> 510</span>  }</div><div class="line"><a name="l00511"></a><span class="lineno"> 511</span> </div><div class="line"><a name="l00512"></a><span class="lineno"> 512</span>  <span class="comment">// Update previous delta</span></div><div class="line"><a name="l00513"></a><span class="lineno"> 513</span>  prev_delta = delta;</div><div class="line"><a name="l00514"></a><span class="lineno"> 514</span> </div><div class="line"><a name="l00515"></a><span class="lineno"> 515</span>  <span class="keywordflow">if</span>(term_iteration == 1)</div><div class="line"><a name="l00516"></a><span class="lineno"> 516</span>  {</div><div class="line"><a name="l00517"></a><span class="lineno"> 517</span>  j++;</div><div class="line"><a name="l00518"></a><span class="lineno"> 518</span>  }</div><div class="line"><a name="l00519"></a><span class="lineno"> 519</span>  }</div><div class="line"><a name="l00520"></a><span class="lineno"> 520</span> </div><div class="line"><a name="l00521"></a><span class="lineno"> 521</span>  new_points[idx].xy = out_new_point;</div><div class="line"><a name="l00522"></a><span class="lineno"> 522</span> }</div><div class="ttc" id="optical__flow__pyramid__lk_8cl_xhtml_ae0b2360d4b8e961bf2709b0663fd9f2a"><div class="ttname"><a href="optical__flow__pyramid__lk_8cl.xhtml#ae0b2360d4b8e961bf2709b0663fd9f2a">D0</a></div><div class="ttdeci">#define D0</div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00059">optical_flow_pyramid_lk.cl:59</a></div></div>
899 <div class="ttc" id="helpers_8h_xhtml_a4334a4a76f8e9628c0fb9e1acf616e2a"><div class="ttname"><a href="helpers_8h.xhtml#a4334a4a76f8e9628c0fb9e1acf616e2a">CONVERT_TO_IMAGE_STRUCT_NO_STEP</a></div><div class="ttdeci">#define CONVERT_TO_IMAGE_STRUCT_NO_STEP(name)</div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00076">helpers.h:76</a></div></div>
900 <div class="ttc" id="optical__flow__pyramid__lk_8cl_xhtml_a3955a0fbedb5b3eae9a38801fb01bac5"><div class="ttname"><a href="optical__flow__pyramid__lk_8cl.xhtml#a3955a0fbedb5b3eae9a38801fb01bac5">EIGENVALUE_THR</a></div><div class="ttdeci">#define EIGENVALUE_THR</div><div class="ttdoc">Thresholds for minimum eigenvalue. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00054">optical_flow_pyramid_lk.cl:54</a></div></div>
901 <div class="ttc" id="optical__flow__pyramid__lk_8cl_xhtml_a0f3927d942874a04e6464bdb946de046"><div class="ttname"><a href="optical__flow__pyramid__lk_8cl.xhtml#a0f3927d942874a04e6464bdb946de046">DETERMINANT_THR</a></div><div class="ttdeci">#define DETERMINANT_THR</div><div class="ttdoc">Threshold for the determinant. </div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00051">optical_flow_pyramid_lk.cl:51</a></div></div>
902 <div class="ttc" id="helpers_8h_xhtml_a009469e4d9b8fce3b6d5e97d2077827d"><div class="ttname"><a href="helpers_8h.xhtml#a009469e4d9b8fce3b6d5e97d2077827d">offset</a></div><div class="ttdeci">__global uchar * offset(const Image *img, int x, int y)</div><div class="ttdoc">Get the pointer position of a Image. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00201">helpers.h:201</a></div></div>
903 <div class="ttc" id="optical__flow__pyramid__lk_8cl_xhtml_a52deba56234661c77d4b9573d5175ae2"><div class="ttname"><a href="optical__flow__pyramid__lk_8cl.xhtml#a52deba56234661c77d4b9573d5175ae2">D1</a></div><div class="ttdeci">#define D1</div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00060">optical_flow_pyramid_lk.cl:60</a></div></div>
904 <div class="ttc" id="struct_image_xhtml"><div class="ttname"><a href="struct_image.xhtml">Image</a></div><div class="ttdoc">Structure to hold Image information. </div><div class="ttdef"><b>Definition:</b> <a href="helpers_8h_source.xhtml#l00095">helpers.h:95</a></div></div>
905 <div class="ttc" id="optical__flow__pyramid__lk_8cl_xhtml_a1852457538f524c42f96b66882bd9b35"><div class="ttname"><a href="optical__flow__pyramid__lk_8cl.xhtml#a1852457538f524c42f96b66882bd9b35">FLT_SCALE</a></div><div class="ttdeci">#define FLT_SCALE</div><div class="ttdef"><b>Definition:</b> <a href="optical__flow__pyramid__lk_8cl_source.xhtml#l00058">optical_flow_pyramid_lk.cl:58</a></div></div>
906 <div class="ttc" id="namespacearm__compute_xhtml_a1ce9b523fd4f3b5bbcadcd796183455aadfcf28d0734569a6a693bc8194de62bf"><div class="ttname"><a href="namespacearm__compute.xhtml#a1ce9b523fd4f3b5bbcadcd796183455aadfcf28d0734569a6a693bc8194de62bf">arm_compute::Channel::G</a></div><div class="ttdoc">Green channel. </div></div>
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915 <li class="navelem"><a class="el" href="dir_68267d1309a1af8e8297ef4c3efbcdba.xhtml">src</a></li><li class="navelem"><a class="el" href="dir_aebb8dcc11953d78e620bbef0b9e2183.xhtml">core</a></li><li class="navelem"><a class="el" href="dir_8c278f79c760e5c5fbd911f9870614c1.xhtml">CL</a></li><li class="navelem"><a class="el" href="dir_25885286e9dad4fa105b7b25a8031bbf.xhtml">cl_kernels</a></li><li class="navelem"><a class="el" href="optical__flow__pyramid__lk_8cl.xhtml">optical_flow_pyramid_lk.cl</a></li>
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