--- /dev/null
+//============================================================================
+// Name : retina_tutorial.cpp
+// Author : Alexandre Benoit, benoit.alexandre.vision@gmail.com
+// Version : 0.1
+// Copyright : LISTIC/GIPSA French Labs, july 2012
+// Description : Gipsa/LISTIC Labs retina demo in C++, Ansi-style
+//============================================================================
+
+#include <iostream>
+#include <cstring>
+
+#include "opencv2/opencv.hpp"
+
+static void help(std::string errorMessage)
+{
+ std::cout<<"Program init error : "<<errorMessage<<std::endl;
+ std::cout<<"\nProgram call procedure : retinaDemo [processing mode] [Optional : media target] [Optional LAST parameter: \"log\" to activate retina log sampling]"<<std::endl;
+ std::cout<<"\t[processing mode] :"<<std::endl;
+ std::cout<<"\t -image : for still image processing"<<std::endl;
+ std::cout<<"\t -video : for video stream processing"<<std::endl;
+ std::cout<<"\t[Optional : media target] :"<<std::endl;
+ std::cout<<"\t if processing an image or video file, then, specify the path and filename of the target to process"<<std::endl;
+ std::cout<<"\t leave empty if processing video stream coming from a connected video device"<<std::endl;
+ std::cout<<"\t[Optional : activate retina log sampling] : an optional last parameter can be specified for retina spatial log sampling"<<std::endl;
+ std::cout<<"\t set \"log\" without quotes to activate this sampling, output frame size will be divided by 4"<<std::endl;
+ std::cout<<"\nExamples:"<<std::endl;
+ std::cout<<"\t-Image processing : ./retinaDemo -image lena.jpg"<<std::endl;
+ std::cout<<"\t-Image processing with log sampling : ./retinaDemo -image lena.jpg log"<<std::endl;
+ std::cout<<"\t-Video processing : ./retinaDemo -video myMovie.mp4"<<std::endl;
+ std::cout<<"\t-Live video processing : ./retinaDemo -video"<<std::endl;
+ std::cout<<"\nPlease start again with new parameters"<<std::endl;
+ std::cout<<"****************************************************"<<std::endl;
+ std::cout<<" NOTE : this program generates the default retina parameters file 'RetinaDefaultParameters.xml'"<<std::endl;
+ std::cout<<" => you can use this to fine tune parameters and load them if you save to file 'RetinaSpecificParameters.xml'"<<std::endl;
+}
+
+int main(int argc, char* argv[]) {
+ // welcome message
+ std::cout<<"****************************************************"<<std::endl;
+ std::cout<<"* Retina demonstration : demonstrates the use of is a wrapper class of the Gipsa/Listic Labs retina model."<<std::endl;
+ std::cout<<"* This demo will try to load the file 'RetinaSpecificParameters.xml' (if exists).\nTo create it, copy the autogenerated template 'RetinaDefaultParameters.xml'.\nThen twaek it with your own retina parameters."<<std::endl;
+ // basic input arguments checking
+ if (argc<2)
+ {
+ help("bad number of parameter");
+ return -1;
+ }
+
+ bool useLogSampling = !strcmp(argv[argc-1], "log"); // check if user wants retina log sampling processing
+
+ std::string inputMediaType=argv[1];
+
+ // declare the retina input buffer... that will be fed differently in regard of the input media
+ cv::Mat inputFrame;
+ cv::VideoCapture videoCapture; // in case a video media is used, its manager is declared here
+
+ //////////////////////////////////////////////////////////////////////////////
+ // checking input media type (still image, video file, live video acquisition)
+ if (!strcmp(inputMediaType.c_str(), "-image") && argc >= 3)
+ {
+ std::cout<<"RetinaDemo: processing image "<<argv[2]<<std::endl;
+ // image processing case
+ inputFrame = cv::imread(std::string(argv[2]), 1); // load image in RGB mode
+ }else
+ if (!strcmp(inputMediaType.c_str(), "-video"))
+ {
+ if (argc == 2 || (argc == 3 && useLogSampling)) // attempt to grab images from a video capture device
+ {
+ videoCapture.open(0);
+ }else// attempt to grab images from a video filestream
+ {
+ std::cout<<"RetinaDemo: processing video stream "<<argv[2]<<std::endl;
+ videoCapture.open(argv[2]);
+ }
+
+ // grab a first frame to check if everything is ok
+ videoCapture>>inputFrame;
+ }else
+ {
+ // bad command parameter
+ help("bad command parameter");
+ return -1;
+ }
+
+ if (inputFrame.empty())
+ {
+ help("Input media could not be loaded, aborting");
+ return -1;
+ }
+
+
+ //////////////////////////////////////////////////////////////////////////////
+ // Program start in a try/catch safety context (Retina may throw errors)
+ try
+ {
+ // create a retina instance with default parameters setup, uncomment the initialisation you wanna test
+ cv::Ptr<cv::Retina> myRetina;
+
+ // if the last parameter is 'log', then activate log sampling (favour foveal vision and subsamples peripheral vision)
+ if (useLogSampling)
+ {
+ myRetina = new cv::Retina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0);
+ }
+ else// -> else allocate "classical" retina :
+ myRetina = new cv::Retina(inputFrame.size());
+
+ // save default retina parameters file in order to let you see this and maybe modify it and reload using method "setup"
+ myRetina->write("RetinaDefaultParameters.xml");
+
+ // load parameters if file exists
+ myRetina->setup("RetinaSpecificParameters.xml");
+
+ // reset all retina buffers (imagine you close your eyes for a long time)
+ myRetina->clearBuffers();
+
+ // declare retina output buffers
+ cv::Mat retinaOutput_parvo;
+ cv::Mat retinaOutput_magno;
+
+ // processing loop with no stop condition
+ while(true)
+ {
+ // if using video stream, then, grabbing a new frame, else, input remains the same
+ if (videoCapture.isOpened())
+ videoCapture>>inputFrame;
+
+ // run retina filter on the loaded input frame
+ myRetina->run(inputFrame);
+ // Retrieve and display retina output
+ myRetina->getParvo(retinaOutput_parvo);
+ myRetina->getMagno(retinaOutput_magno);
+ cv::imshow("retina input", inputFrame);
+ cv::imshow("Retina Parvo", retinaOutput_parvo);
+ cv::imshow("Retina Magno", retinaOutput_magno);
+ cv::waitKey(10);
+ }
+ }catch(cv::Exception e)
+ {
+ std::cerr<<"Error using Retina : "<<e.what()<<std::endl;
+ }
+
+ // Program end message
+ std::cout<<"Retina demo end"<<std::endl;
+
+ return 0;
+}
+