arm_compute v18.05
[platform/upstream/armcl.git] / documentation / classarm__compute_1_1_n_e_harris_corners.xhtml
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43    &#160;<span id="projectnumber">18.05</span>
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118   <div class="summary">
119 <a href="#pub-methods">Public Member Functions</a>  </div>
120   <div class="headertitle">
121 <div class="title">NEHarrisCorners Class Reference</div>  </div>
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123 <div class="contents">
124
125 <p>Basic function to execute harris corners detection.  
126  <a href="classarm__compute_1_1_n_e_harris_corners.xhtml#details">More...</a></p>
127
128 <p><code>#include &lt;<a class="el" href="_n_e_harris_corners_8h_source.xhtml">NEHarrisCorners.h</a>&gt;</code></p>
129 <div class="dynheader">
130 Collaboration diagram for NEHarrisCorners:</div>
131 <div class="dyncontent">
132 <div class="center"><iframe scrolling="no" frameborder="0" src="classarm__compute_1_1_n_e_harris_corners__coll__graph.svg" width="139" height="112"><p><b>This browser is not able to show SVG: try Firefox, Chrome, Safari, or Opera instead.</b></p></iframe>
133 </div>
134 <center><span class="legend">[<a target="top" href="graph_legend.xhtml">legend</a>]</span></center></div>
135 <table class="memberdecls">
136 <tr class="heading"><td colspan="2"><h2 class="groupheader"><a name="pub-methods"></a>
137 Public Member Functions</h2></td></tr>
138 <tr class="memitem:a2e2017552e622fdfca6e14066fb83806"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_harris_corners.xhtml#a2e2017552e622fdfca6e14066fb83806">NEHarrisCorners</a> (std::shared_ptr&lt; <a class="el" href="classarm__compute_1_1_i_memory_manager.xhtml">IMemoryManager</a> &gt; memory_manager=nullptr)</td></tr>
139 <tr class="memdesc:a2e2017552e622fdfca6e14066fb83806"><td class="mdescLeft">&#160;</td><td class="mdescRight">Constructor.  <a href="#a2e2017552e622fdfca6e14066fb83806">More...</a><br /></td></tr>
140 <tr class="separator:a2e2017552e622fdfca6e14066fb83806"><td class="memSeparator" colspan="2">&#160;</td></tr>
141 <tr class="memitem:ac8648d69d8b453c5143c14e3811346c3"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_harris_corners.xhtml#ac8648d69d8b453c5143c14e3811346c3">configure</a> (<a class="el" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *input, float threshold, float min_dist, float sensitivity, int32_t gradient_size, int32_t block_size, <a class="el" href="namespacearm__compute.xhtml#a8856eca9a83e16bb0cb5880e9c6c9fe7">KeyPointArray</a> *corners, <a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327">BorderMode</a> border_mode, uint8_t constant_border_value=0, bool use_fp16=false)</td></tr>
142 <tr class="memdesc:ac8648d69d8b453c5143c14e3811346c3"><td class="mdescLeft">&#160;</td><td class="mdescRight">Initialize the function's source, destination, conv and border_mode.  <a href="#ac8648d69d8b453c5143c14e3811346c3">More...</a><br /></td></tr>
143 <tr class="separator:ac8648d69d8b453c5143c14e3811346c3"><td class="memSeparator" colspan="2">&#160;</td></tr>
144 <tr class="memitem:ad1717410afd0be936c6213a63c8005fb"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_n_e_harris_corners.xhtml#ad1717410afd0be936c6213a63c8005fb">run</a> () override</td></tr>
145 <tr class="memdesc:ad1717410afd0be936c6213a63c8005fb"><td class="mdescLeft">&#160;</td><td class="mdescRight">Run the kernels contained in the function.  <a href="#ad1717410afd0be936c6213a63c8005fb">More...</a><br /></td></tr>
146 <tr class="separator:ad1717410afd0be936c6213a63c8005fb"><td class="memSeparator" colspan="2">&#160;</td></tr>
147 <tr class="inherit_header pub_methods_classarm__compute_1_1_i_function"><td colspan="2" onclick="javascript:toggleInherit('pub_methods_classarm__compute_1_1_i_function')"><img src="closed.png" alt="-"/>&#160;Public Member Functions inherited from <a class="el" href="classarm__compute_1_1_i_function.xhtml">IFunction</a></td></tr>
148 <tr class="memitem:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memItemLeft" align="right" valign="top">virtual&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">~IFunction</a> ()=default</td></tr>
149 <tr class="memdesc:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Destructor.  <a href="#ab921ecc3f3f6ae2b4bd61f3e1998d8c4">More...</a><br /></td></tr>
150 <tr class="separator:ab921ecc3f3f6ae2b4bd61f3e1998d8c4 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
151 <tr class="memitem:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memItemLeft" align="right" valign="top">virtual void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classarm__compute_1_1_i_function.xhtml#a820f7291c24155a2980512fae45aac26">prepare</a> ()</td></tr>
152 <tr class="memdesc:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="mdescLeft">&#160;</td><td class="mdescRight">Prepare the function for executing.  <a href="#a820f7291c24155a2980512fae45aac26">More...</a><br /></td></tr>
153 <tr class="separator:a820f7291c24155a2980512fae45aac26 inherit pub_methods_classarm__compute_1_1_i_function"><td class="memSeparator" colspan="2">&#160;</td></tr>
154 </table>
155 <a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
156 <div class="textblock"><p>Basic function to execute harris corners detection. </p>
157 <p>This function calls the following NEON kernels and functions:</p>
158 <ol type="1">
159 <li><a class="el" href="classarm__compute_1_1_n_e_sobel3x3.xhtml">NESobel3x3</a> (if gradient_size == 3) or<br />
160  <a class="el" href="classarm__compute_1_1_n_e_sobel5x5.xhtml">NESobel5x5</a> (if gradient_size == 5) or<br />
161  <a class="el" href="classarm__compute_1_1_n_e_sobel7x7.xhtml">NESobel7x7</a> (if gradient_size == 7)</li>
162 <li><a class="el" href="classarm__compute_1_1_n_e_fill_border_kernel.xhtml">NEFillBorderKernel</a></li>
163 <li>NEHarrisScoreKernel&lt;3&gt; (if block_size == 3) or<br />
164  NEHarrisScoreKernel&lt;5&gt; (if block_size == 5) or<br />
165  NEHarrisScoreKernel&lt;7&gt; (if block_size == 7)</li>
166 <li><a class="el" href="classarm__compute_1_1_n_e_non_maxima_suppression3x3.xhtml">NENonMaximaSuppression3x3</a></li>
167 <li><a class="el" href="classarm__compute_1_1_c_p_p_corner_candidates_kernel.xhtml">CPPCornerCandidatesKernel</a></li>
168 <li><a class="el" href="classarm__compute_1_1_c_p_p_sort_euclidean_distance_kernel.xhtml">CPPSortEuclideanDistanceKernel</a> </li>
169 </ol>
170
171 <p>Definition at line <a class="el" href="_n_e_harris_corners_8h_source.xhtml#l00061">61</a> of file <a class="el" href="_n_e_harris_corners_8h_source.xhtml">NEHarrisCorners.h</a>.</p>
172 </div><h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
173 <a class="anchor" id="a2e2017552e622fdfca6e14066fb83806"></a>
174 <div class="memitem">
175 <div class="memproto">
176       <table class="memname">
177         <tr>
178           <td class="memname"><a class="el" href="classarm__compute_1_1_n_e_harris_corners.xhtml">NEHarrisCorners</a> </td>
179           <td>(</td>
180           <td class="paramtype">std::shared_ptr&lt; <a class="el" href="classarm__compute_1_1_i_memory_manager.xhtml">IMemoryManager</a> &gt;&#160;</td>
181           <td class="paramname"><em>memory_manager</em> = <code>nullptr</code></td><td>)</td>
182           <td></td>
183         </tr>
184       </table>
185 </div><div class="memdoc">
186
187 <p>Constructor. </p>
188 <p>Initialize _sobel, _harris_score and _corner_list to nullptr.</p>
189 <dl class="params"><dt>Parameters</dt><dd>
190   <table class="params">
191     <tr><td class="paramdir">[in]</td><td class="paramname">memory_manager</td><td>(Optional) <a class="el" href="classarm__compute_1_1_memory.xhtml" title="CPU implementation of memory object. ">Memory</a> manager. </td></tr>
192   </table>
193   </dd>
194 </dl>
195
196 </div>
197 </div>
198 <h2 class="groupheader">Member Function Documentation</h2>
199 <a class="anchor" id="ac8648d69d8b453c5143c14e3811346c3"></a>
200 <div class="memitem">
201 <div class="memproto">
202       <table class="memname">
203         <tr>
204           <td class="memname">void configure </td>
205           <td>(</td>
206           <td class="paramtype"><a class="el" href="namespacearm__compute.xhtml#ac20902ac1ef01783c8a8d71a9bdf1100">IImage</a> *&#160;</td>
207           <td class="paramname"><em>input</em>, </td>
208         </tr>
209         <tr>
210           <td class="paramkey"></td>
211           <td></td>
212           <td class="paramtype">float&#160;</td>
213           <td class="paramname"><em>threshold</em>, </td>
214         </tr>
215         <tr>
216           <td class="paramkey"></td>
217           <td></td>
218           <td class="paramtype">float&#160;</td>
219           <td class="paramname"><em>min_dist</em>, </td>
220         </tr>
221         <tr>
222           <td class="paramkey"></td>
223           <td></td>
224           <td class="paramtype">float&#160;</td>
225           <td class="paramname"><em>sensitivity</em>, </td>
226         </tr>
227         <tr>
228           <td class="paramkey"></td>
229           <td></td>
230           <td class="paramtype">int32_t&#160;</td>
231           <td class="paramname"><em>gradient_size</em>, </td>
232         </tr>
233         <tr>
234           <td class="paramkey"></td>
235           <td></td>
236           <td class="paramtype">int32_t&#160;</td>
237           <td class="paramname"><em>block_size</em>, </td>
238         </tr>
239         <tr>
240           <td class="paramkey"></td>
241           <td></td>
242           <td class="paramtype"><a class="el" href="namespacearm__compute.xhtml#a8856eca9a83e16bb0cb5880e9c6c9fe7">KeyPointArray</a> *&#160;</td>
243           <td class="paramname"><em>corners</em>, </td>
244         </tr>
245         <tr>
246           <td class="paramkey"></td>
247           <td></td>
248           <td class="paramtype"><a class="el" href="namespacearm__compute.xhtml#a15a05537a472ee742404821851529327">BorderMode</a>&#160;</td>
249           <td class="paramname"><em>border_mode</em>, </td>
250         </tr>
251         <tr>
252           <td class="paramkey"></td>
253           <td></td>
254           <td class="paramtype">uint8_t&#160;</td>
255           <td class="paramname"><em>constant_border_value</em> = <code>0</code>, </td>
256         </tr>
257         <tr>
258           <td class="paramkey"></td>
259           <td></td>
260           <td class="paramtype">bool&#160;</td>
261           <td class="paramname"><em>use_fp16</em> = <code>false</code>&#160;</td>
262         </tr>
263         <tr>
264           <td></td>
265           <td>)</td>
266           <td></td><td></td>
267         </tr>
268       </table>
269 </div><div class="memdoc">
270
271 <p>Initialize the function's source, destination, conv and border_mode. </p>
272 <dl class="params"><dt>Parameters</dt><dd>
273   <table class="params">
274     <tr><td class="paramdir">[in,out]</td><td class="paramname">input</td><td>Source image. Data type supported: U8. (Written to only for <code>border_mode</code> != UNDEFINED) </td></tr>
275     <tr><td class="paramdir">[in]</td><td class="paramname">threshold</td><td>Minimum threshold with which to eliminate Harris Corner scores (computed using the normalized Sobel kernel). </td></tr>
276     <tr><td class="paramdir">[in]</td><td class="paramname">min_dist</td><td>Radial Euclidean distance for the euclidean diatance stage </td></tr>
277     <tr><td class="paramdir">[in]</td><td class="paramname">sensitivity</td><td>Sensitivity threshold k from the Harris-Stephens equation </td></tr>
278     <tr><td class="paramdir">[in]</td><td class="paramname">gradient_size</td><td>The gradient window size to use on the input. The implementation supports 3, 5, and 7 </td></tr>
279     <tr><td class="paramdir">[in]</td><td class="paramname">block_size</td><td>The block window size used to compute the Harris Corner score. The implementation supports 3, 5, and 7. </td></tr>
280     <tr><td class="paramdir">[out]</td><td class="paramname">corners</td><td><a class="el" href="classarm__compute_1_1_array.xhtml" title="Basic implementation of the IArray interface which allocates a static number of T values...">Array</a> of keypoints to store the results. </td></tr>
281     <tr><td class="paramdir">[in]</td><td class="paramname">border_mode</td><td>Border mode to use </td></tr>
282     <tr><td class="paramdir">[in]</td><td class="paramname">constant_border_value</td><td>(Optional) Constant value to use for borders if border_mode is set to CONSTANT. </td></tr>
283     <tr><td class="paramdir">[in]</td><td class="paramname">use_fp16</td><td>(Optional) If true the FP16 kernels will be used. If false F32 kernels are used. </td></tr>
284   </table>
285   </dd>
286 </dl>
287
288 </div>
289 </div>
290 <a class="anchor" id="ad1717410afd0be936c6213a63c8005fb"></a>
291 <div class="memitem">
292 <div class="memproto">
293 <table class="mlabels">
294   <tr>
295   <td class="mlabels-left">
296       <table class="memname">
297         <tr>
298           <td class="memname">void run </td>
299           <td>(</td>
300           <td class="paramname"></td><td>)</td>
301           <td></td>
302         </tr>
303       </table>
304   </td>
305   <td class="mlabels-right">
306 <span class="mlabels"><span class="mlabel">override</span><span class="mlabel">virtual</span></span>  </td>
307   </tr>
308 </table>
309 </div><div class="memdoc">
310
311 <p>Run the kernels contained in the function. </p>
312 <p>For NEON kernels:</p><ul>
313 <li>Multi-threading is used for the kernels which are parallelisable.</li>
314 <li>By default std::thread::hardware_concurrency() threads are used.</li>
315 </ul>
316 <dl class="section note"><dt>Note</dt><dd><a class="el" href="classarm__compute_1_1_c_p_p_scheduler.xhtml#ae64eebaa07f4d2da6cc2ba538c3cb095">CPPScheduler::set_num_threads()</a> can be used to manually set the number of threads</dd></dl>
317 <p>For OpenCL kernels:</p><ul>
318 <li>All the kernels are enqueued on the queue associated with <a class="el" href="classarm__compute_1_1_c_l_scheduler.xhtml" title="Provides global access to a CL context and command queue. ">CLScheduler</a>.</li>
319 <li>The queue is then flushed.</li>
320 </ul>
321 <dl class="section note"><dt>Note</dt><dd>The function will not block until the kernels are executed. It is the user's responsibility to wait. </dd>
322 <dd>
323 Will call <a class="el" href="classarm__compute_1_1_i_function.xhtml#a820f7291c24155a2980512fae45aac26" title="Prepare the function for executing. ">prepare()</a> on first run if hasn't been done </dd></dl>
324
325 <p>Implements <a class="el" href="classarm__compute_1_1_i_function.xhtml#a18954417d3124a8095783ea13dc6d00b">IFunction</a>.</p>
326
327 </div>
328 </div>
329 <hr/>The documentation for this class was generated from the following file:<ul>
330 <li>arm_compute/runtime/NEON/functions/<a class="el" href="_n_e_harris_corners_8h_source.xhtml">NEHarrisCorners.h</a></li>
331 </ul>
332 </div><!-- contents -->
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336   <ul>
337     <li class="navelem"><a class="el" href="namespacearm__compute.xhtml">arm_compute</a></li><li class="navelem"><a class="el" href="classarm__compute_1_1_n_e_harris_corners.xhtml">NEHarrisCorners</a></li>
338     <li class="footer">Generated on Wed May 23 2018 11:36:42 for Compute Library by
339     <a href="http://www.doxygen.org/index.html">
340     <img class="footer" src="doxygen.png" alt="doxygen"/></a> 1.8.11 </li>
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