00001 /*!@file AppPsycho/psycho-searchGaborOnline.C Psychophysics display for a search for a 00002 target that is presented to the observer prior to the search */ 00003 00004 // //////////////////////////////////////////////////////////////////// // 00005 // The iLab Neuromorphic Vision C++ Toolkit - Copyright (C) 2001 by the // 00006 // University of Southern California (USC) and the iLab at USC. // 00007 // See http://iLab.usc.edu for information about this project. // 00008 // //////////////////////////////////////////////////////////////////// // 00009 // Major portions of the iLab Neuromorphic Vision Toolkit are protected // 00010 // under the U.S. patent ``Computation of Intrinsic Perceptual Saliency // 00011 // in Visual Environments, and Applications'' by Christof Koch and // 00012 // Laurent Itti, California Institute of Technology, 2001 (patent // 00013 // pending; application number 09/912,225 filed July 23, 2001; see // 00014 // http://pair.uspto.gov/cgi-bin/final/home.pl for current status). // 00015 // //////////////////////////////////////////////////////////////////// // 00016 // This file is part of the iLab Neuromorphic Vision C++ Toolkit. // 00017 // // 00018 // The iLab Neuromorphic Vision C++ Toolkit is free software; you can // 00019 // redistribute it and/or modify it under the terms of the GNU General // 00020 // Public License as published by the Free Software Foundation; either // 00021 // version 2 of the License, or (at your option) any later version. // 00022 // // 00023 // The iLab Neuromorphic Vision C++ Toolkit is distributed in the hope // 00024 // that it will be useful, but WITHOUT ANY WARRANTY; without even the // 00025 // implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR // 00026 // PURPOSE. See the GNU General Public License for more details. // 00027 // // 00028 // You should have received a copy of the GNU General Public License // 00029 // along with the iLab Neuromorphic Vision C++ Toolkit; if not, write // 00030 // to the Free Software Foundation, Inc., 59 Temple Place, Suite 330, // 00031 // Boston, MA 02111-1307 USA. // 00032 // //////////////////////////////////////////////////////////////////// // 00033 // 00034 // Primary maintainer for this file: Farhan Baluch <fbaluch@usc.edu> 00035 // $HeadURL: svn://isvn.usc.edu/software/invt/trunk/saliency/src/AppPsycho/psycho-searchGaborOnline.C $ 00036 // $Id: psycho-searchGaborOnline.C 10794 2009-02-08 06:21:09Z itti $ 00037 // 00038 00039 #include "Component/ModelManager.H" 00040 #include "Image/ColorOps.H" // for makeRGB() 00041 #include "Image/CutPaste.H" // for inplacePaste() 00042 #include "Image/Image.H" 00043 #include "Image/MathOps.H" // for inplaceSpeckleNoise() 00044 #include "Psycho/PsychoDisplay.H" 00045 #include "Psycho/EyeTrackerConfigurator.H" 00046 #include "Psycho/EyeTracker.H" 00047 #include "Psycho/PsychoOpts.H" 00048 #include "Component/EventLog.H" 00049 #include "Component/ComponentOpts.H" 00050 #include "Raster/Raster.H" 00051 #include "Util/MathFunctions.H" 00052 #include "Util/StringUtil.H" 00053 #include "Util/stats.H" 00054 #include "Util/Timer.H" 00055 #include "Image/ShapeOps.H" 00056 #include "Image/DrawOps.H" 00057 #include <ctype.h> 00058 #include <vector> 00059 #include <string> 00060 #include <fstream> 00061 #include <deque> 00062 00063 using namespace std; 00064 00065 //! number of frames in the mask 00066 #define NMASK 10 00067 00068 struct gPatch 00069 { 00070 int patchNo; 00071 Point2D<int> pos; 00072 }; 00073 00074 00075 // ###################################################################### 00076 static int submain(const int argc, char** argv) 00077 { 00078 MYLOGVERB = LOG_INFO; // suppress debug messages 00079 00080 // Instantiate a ModelManager: 00081 ModelManager manager("Psycho Search"); 00082 00083 // Instantiate our various ModelComponents: 00084 nub::soft_ref<PsychoDisplay> d(new PsychoDisplay(manager)); 00085 manager.addSubComponent(d); 00086 00087 nub::soft_ref<EyeTrackerConfigurator> 00088 etc(new EyeTrackerConfigurator(manager)); 00089 manager.addSubComponent(etc); 00090 00091 nub::soft_ref<EventLog> el(new EventLog(manager)); 00092 manager.addSubComponent(el); 00093 00094 manager.setOptionValString(&OPT_EventLogFileName, "psychodata.psy"); 00095 manager.setOptionValString(&OPT_EyeTrackerType, "ISCAN"); 00096 00097 // Parse command-line: 00098 if (manager.parseCommandLine(argc, argv, "<imagelist.txt> <subjectname>", 2, 2) == false) 00099 return(1); 00100 00101 // hook our various babies up and do post-command-line configs: 00102 nub::soft_ref<EyeTracker> et = etc->getET(); 00103 d->setEyeTracker(et); 00104 d->setEventLog(el); 00105 et->setEventLog(el); 00106 //ONLINE 00107 et->requestQuickEyeS(); 00108 00109 // let's get all our ModelComponent instances started: 00110 manager.start(); 00111 string subjName =std::string(manager.getExtraArg(1).c_str()); 00112 00113 // let's pre-load all the image names so that we can randomize them later: 00114 FILE *f = fopen(manager.getExtraArg(0).c_str(), "r"); 00115 if (f == NULL) LFATAL("Cannot read stimulus file"); 00116 char line[1024]; 00117 std::vector<std::string> ilist, tlist, rlist, slist; 00118 int correct = 0, accuracy = 100, total = 0; 00119 00120 while(fgets(line, 1024, f)) 00121 { 00122 std::vector<std::string> tokens; 00123 // each line has four filenames: first the imagelet that contains 00124 // only the target, second the image that contains the target in 00125 // its environment, third the image to report position of target 00126 //fourth the name of the spec file for the search array 00127 LINFO("line reads %s",line); 00128 split(line," ", std::back_inserter(tokens)); 00129 00130 // now line is at the imagelet, line2 at the image 00131 tlist.push_back(std::string(tokens[0])); 00132 ilist.push_back(std::string(tokens[1])); 00133 rlist.push_back(std::string(tokens[2])); 00134 slist.push_back(std::string(tokens[3])); 00135 LINFO("\nNew pair \nline1 reads: %s, \nline2 reads:%s, \nline 3 reads %s,\nline 4 reads %s,",tokens[0].c_str(), tokens[1].c_str(),tokens[2].c_str(), tokens[3].c_str()); 00136 00137 } 00138 fclose(f); 00139 00140 // randomize stimulus presentation order: 00141 int nimg = ilist.size(); int imindex[nimg]; 00142 for (int i = 0; i < nimg; i ++) imindex[i] = i; 00143 randShuffle(imindex, nimg); 00144 00145 // let's display an ISCAN calibration grid: 00146 d->clearScreen(); 00147 d->displayISCANcalib(); 00148 d->waitForKey(); 00149 00150 // let's do an eye tracker calibration: 00151 d->displayText("<SPACE> to calibrate; other key to skip"); 00152 int c = d->waitForKey(); 00153 if (c == ' ') et->calibrateOnline(d); 00154 00155 // we are ready to start: 00156 d->clearScreen(); 00157 00158 d->displayText("<SPACE> to start experiment"); 00159 d->waitForKey(); 00160 00161 //store the latest 120 samples~500ms worth of data 00162 int sampleCnt=0,numSamples=50; 00163 std::deque<Point2D<int> > currentEyeSamples(numSamples); 00164 Point2D<int>meanFixation; 00165 stats<float> Stats; 00166 00167 00168 //******************* main loop:***********************// 00169 for (int im = 0; im < nimg; im++) { 00170 int imnum = imindex[im]; 00171 00172 // load up the images and show a fixation cross on a blank screen: 00173 d->clearScreen(); 00174 LINFO("Loading '%s' / '%s'...", ilist[imnum].c_str(),tlist[imnum].c_str()); 00175 00176 // get the imagelet and place it at a random position: 00177 00178 if(!Raster::fileExists(tlist[imnum])) 00179 { 00180 // stop all our ModelComponents 00181 manager.stop(); 00182 LFATAL("i couldnt find image file %s", tlist[imnum].c_str()); 00183 } 00184 00185 Image< PixRGB<byte> > targetImg = Raster::ReadRGB(tlist[imnum]); 00186 Image< PixRGB<byte> > rndimg(d->getDims(), NO_INIT); 00187 rndimg.clear(d->getGrey()); 00188 int rndx = 0,rndy = 0; 00189 00190 SDL_Surface *surf1 = d->makeBlittableSurface(targetImg, true); 00191 char buf[256]; 00192 00193 if(!Raster::fileExists(ilist[imnum])) 00194 { 00195 manager.stop(); 00196 LFATAL("i couldnt find image file %s", ilist[imnum].c_str()); 00197 } 00198 Image<PixRGB<byte> > ArrayImg = Raster::ReadRGB(ilist[imnum]); 00199 SDL_Surface *surf2 = d->makeBlittableSurface(ArrayImg, true); 00200 00201 //randShuffle(mindex, NMASK); 00202 00203 // load up the reporting number image: 00204 if(!Raster::fileExists(rlist[imnum])) 00205 { 00206 // stop all our ModelComponents 00207 manager.stop(); 00208 LFATAL(" i couldnt find image file %s", tlist[imnum].c_str()); 00209 } 00210 00211 Image< PixRGB<byte> > reportImg = Raster::ReadRGB(rlist[imnum]); 00212 //SDL_Surface *surf3 = d->makeBlittableSurface(reportImg, true); 00213 00214 // give a chance to other processes if single-CPU: 00215 usleep(200000); 00216 00217 // ready to go whenever the user is ready: 00218 d->displayFixationBlink(); 00219 //d->waitForKey(); 00220 d->waitNextRequestedVsync(false, true); 00221 00222 //************************ Display target************************// 00223 sprintf(buf, "===== Showing imagelet: %s at (%d, %d) =====", 00224 tlist[imnum].c_str(), rndx, rndy); 00225 00226 d->pushEvent(buf); 00227 d->displaySurface(surf1, 0, true); 00228 usleep(2000000); 00229 00230 d->clearScreen(); 00231 SDL_FreeSurface(surf1); 00232 //************************ Display array************************// 00233 00234 // start the eye tracker: 00235 et->track(true); 00236 00237 std::vector<std::string> stimNameTokens; 00238 split(ilist[imnum],"/",std::back_inserter(stimNameTokens)); 00239 00240 et->setCurrentStimFile(std::string(subjName + "_" + stimNameTokens[stimNameTokens.size()-1])); 00241 currentEyeSamples.resize(0); 00242 sampleCnt =0; 00243 00244 // show the image: 00245 d->pushEvent(std::string("===== Showing search image: ") + ilist[imnum] + 00246 std::string(" =====")); 00247 00248 00249 d->displaySurface(surf2, 0, true); 00250 00251 Image<PixRGB<byte> > dispImage(1920,1080,NO_INIT); 00252 // wait for key; it will record reaction time in the logs: 00253 d->checkForKey(); 00254 Timer timer(100); 00255 timer.reset(); 00256 double startTime=timer.getSecs(); 00257 bool timeOut=false; 00258 while(d->checkForKey() < 0 && !timeOut) 00259 { 00260 dispImage = ArrayImg; 00261 //ONLINE 00262 Point2D<int> tempEye = et->getCalibEyePos(); 00263 if(tempEye.i >0 && tempEye.i <1960 && tempEye.j>0 &&tempEye.j<1080) 00264 currentEyeSamples.push_back(tempEye); 00265 // Point2D<int> tempEye(960,540); 00266 // currentEyeSamples.push_back(tempEye); 00267 //drawCircle(dispImage, Point2D<int> (currentEyeSamples.back()),5,PixRGB<byte>(255,255,255)); 00268 drawCircle(dispImage, tempEye,5,PixRGB<byte>(255,255,255)); 00269 surf2 = d->makeBlittableSurface(dispImage,true); 00270 d->displaySurface(surf2,-2); 00271 LINFO("getting live eyepos %d,%d",currentEyeSamples.back().i, 00272 currentEyeSamples.back().j); 00273 00274 if(currentEyeSamples.size() ==(size_t)numSamples) 00275 { 00276 currentEyeSamples.pop_front(); 00277 sampleCnt=numSamples; 00278 } 00279 if(sampleCnt < numSamples); 00280 sampleCnt++; 00281 00282 SDL_FreeSurface(surf2); 00283 if(timer.getSecs() >= startTime + 10) 00284 timeOut=true; 00285 } 00286 00287 00288 // stop the eye tracker: 00289 et->track(false); //we just want to record eye movements while subjects view the array 00290 LINFO("getting out of track mode"); 00291 LINFO("currenteye samples available %d",(int)currentEyeSamples.size()); 00292 //lets take the mean of the last 120 samples and assume that is the target 00293 //d::deque<Point2D<int> >::const_iterator itr = currentEyeSamples.begin(); 00294 std::vector<float> xVals(sampleCnt),yVals(sampleCnt); 00295 float xMean,yMean; 00296 00297 Point2D<int>temp; 00298 for(int i =0;i <(int)currentEyeSamples.size();i++) //sampleCnt); 00299 { 00300 LINFO("accessing front cnt=%d %d",i,currentEyeSamples[i].i); 00301 temp = currentEyeSamples[i]; 00302 LINFO("\n counting %d,%d",temp.i,temp.j); 00303 xVals[i]=temp.i; 00304 yVals[i]=temp.j; 00305 } 00306 00307 if(sampleCnt > 0) 00308 { 00309 xMean = Stats.mean(xVals); 00310 yMean = Stats.mean(yVals); 00311 } 00312 else 00313 { 00314 xMean = 0; 00315 yMean=0; 00316 } 00317 00318 LINFO("mean target %f,%f",xMean,yMean); 00319 //check user response 00320 char tmp[40]; 00321 00322 //lets open the spec file and extract the target number 00323 ifstream specFile(slist[imnum].c_str(), ifstream::in); 00324 00325 bool found =false; 00326 string testLine; 00327 std::vector<std::string> specTokens,xTokens,yTokens,gTokens; 00328 std::vector<gPatch> gPatches(32); 00329 int targetNum=0,patchCnt=0; 00330 00331 LINFO("opening specfile"); 00332 if(specFile.is_open()) 00333 { 00334 while(!specFile.eof() && !found) 00335 { 00336 getline(specFile, testLine); 00337 LINFO("got line %s",testLine.c_str()); 00338 string::size_type loc = testLine.find("target", 0); 00339 string::size_type loc2 = testLine.find("Gabor",0); 00340 string::size_type loc3 = testLine.find("Xpos",0); 00341 string::size_type loc4 = testLine.find("Ypos",0); 00342 00343 if(loc != string::npos) 00344 { 00345 split(testLine," ", std::back_inserter(specTokens)); 00346 targetNum = atoi(specTokens[1].c_str()); 00347 specTokens.resize(0); 00348 found = true; 00349 } 00350 00351 if(loc2 != string::npos) 00352 { 00353 00354 split(testLine," ", std::back_inserter(gTokens)); 00355 gPatches[patchCnt].patchNo = atoi(gTokens[1].c_str()); 00356 LINFO("gPatches[%d].patchNo = %d",patchCnt,gPatches[patchCnt].patchNo); 00357 gTokens.resize(0); 00358 00359 } 00360 00361 if(loc3 != string::npos) 00362 { 00363 split(testLine,"\t", std::back_inserter(xTokens)); 00364 gPatches[patchCnt].pos.i = atoi(xTokens[1].c_str())+120; 00365 LINFO("gPatches[%d].pos.i = %d",patchCnt,gPatches[patchCnt].pos.i); 00366 xTokens.resize(0); 00367 } 00368 if(loc4 != string::npos) 00369 { 00370 split(testLine,"\t", std::back_inserter(yTokens)); 00371 gPatches[patchCnt].pos.j = atoi(yTokens[1].c_str())+120; 00372 LINFO("gPatches[%d].pos.j = %d",patchCnt,gPatches[patchCnt].pos.j); 00373 yTokens.resize(0); 00374 if(patchCnt < 31) 00375 patchCnt++; 00376 } 00377 00378 } 00379 00380 LINFO("specfile parsed finding target x y"); 00381 00382 if(!found) 00383 { 00384 manager.stop(); 00385 LFATAL("couldnt find the target number from spec file"); 00386 } 00387 00388 00389 //now lets find which patch they were looking at and check if 00390 //that was a target 00391 std::vector<float> euclidDists(32); 00392 float minDist=500000; 00393 int minIdx=-1; 00394 00395 00396 for(int i=0;i<32;i++) 00397 { 00398 LINFO("finding distance between fix %f,%f and gabor%d,%d",xMean,yMean,gPatches[i].pos.i,gPatches[i].pos.j); 00399 euclidDists[i] = gPatches[i].pos.distance(Point2D<int>((int)xMean,(int)yMean)); 00400 if(euclidDists[i] < minDist) 00401 { 00402 minDist = euclidDists[i]; 00403 minIdx = i; 00404 } 00405 LINFO("euclidDist %d %f",i,euclidDists[i]); 00406 00407 } 00408 if(minIdx == -1) 00409 { minIdx =0; 00410 LINFO("cannot find a match in euclid distance"); 00411 } 00412 LINFO("found min IDx to be %d", minIdx); 00413 00414 int txPos = gPatches[minIdx].pos.i, tyPos = gPatches[minIdx].pos.j; 00415 SDL_Surface *surf4; 00416 //while(d->checkForKey() < 0) 00417 // { 00418 for(int i=0;i<20;i++) 00419 { 00420 00421 // int txPos = gPatches[i].pos.i, tyPos = gPatches[i].pos.j; 00422 // LINFO("txpos typos (%d,%d)",txPos,tyPos); 00423 drawCircle(ArrayImg, Point2D<int> (txPos,tyPos),5,PixRGB<byte>(255,255,255)); 00424 surf4 = d->makeBlittableSurface(ArrayImg, true); 00425 d->displaySurface(surf4,-2); 00426 drawCircle(ArrayImg, Point2D<int> (txPos,tyPos),5,PixRGB<byte>(255,0,0)); 00427 //drawRect(ArrayImg,Rectangle::tlbrI(tyPos-(240/2),txPos - (240/2),tyPos+(240/2), txPos+(240/2)),PixRGB<byte>(0,0,0),5); 00428 surf4 = d->makeBlittableSurface(ArrayImg, true); 00429 d->displaySurface(surf4,-2); 00430 } 00431 00432 00433 SDL_FreeSurface(surf4); 00434 // } 00435 00436 LINFO("after showing selection"); 00437 00438 total++; 00439 if (minIdx == targetNum) 00440 { 00441 correct ++; 00442 accuracy = correct * 100 / total; 00443 sprintf(tmp, "Correct! Accuracy is %d%%", accuracy); 00444 d->displayText(tmp); 00445 d->pushEvent(std::string("===== Correct =====")); 00446 usleep(500000); 00447 } 00448 else 00449 { 00450 accuracy = correct * 100 / total; 00451 sprintf(tmp, "Wrong! Accuracy is %d%%", accuracy); 00452 d->displayText(tmp); 00453 d->pushEvent(std::string("===== Wrong =====")); 00454 usleep(500000); 00455 } 00456 specFile.close(); 00457 } 00458 00459 else 00460 { 00461 d->displayText("no target file found!"); 00462 LFATAL("couldnt open the file -%s-",slist[imnum].c_str()); 00463 } 00464 00465 LINFO("out of spec file zone"); 00466 // free the imagelet and image: 00467 //SDL_FreeSurface(surf1); SDL_FreeSurface(surf2); //SDL_FreeSurface(surf3); 00468 //SDL_FreeSurface(surf4); 00469 00470 00471 // let's do a quiinckie eye tracker calibration once in a while: 00472 /*if (im > 0 && im % 20 == 0) { 00473 d->displayText("Ready for quick recalibration"); 00474 d->waitForKey(); 00475 d->displayEyeTrackerCalibration(3, 3); 00476 d->clearScreen(); 00477 d->displayText("Ready to continue with the images"); 00478 d->waitForKey(); 00479 }*/ 00480 00481 //allow for a break after 50 trials then recalibrate 00482 00483 if (im==50) 00484 { 00485 d->displayText("You may take a break press space to continue when ready"); 00486 d->waitForKey(); 00487 // let's display an ISCAN calibration grid: 00488 d->clearScreen(); 00489 d->displayISCANcalib(); 00490 d->waitForKey(); 00491 // let's do an eye tracker calibration: 00492 d ->displayText("<SPACE> to calibrate; other key to skip"); 00493 int c = d->waitForKey(); 00494 if (c == ' ') et->calibrateOnline(d); 00495 } 00496 } 00497 00498 00499 //et->recalibrate(d,20); 00500 d->clearScreen(); 00501 d->displayText("Experiment complete. Thank you!"); 00502 d->waitForKey(); 00503 00504 // stop all our ModelComponents 00505 manager.stop(); 00506 00507 // all done! 00508 return 0; 00509 } 00510 00511 00512 00513 // ###################################################################### 00514 00515 extern "C" int main(const int argc, char** argv) 00516 { 00517 // simple wrapper around submain() to catch exceptions (because we 00518 // want to allow PsychoDisplay to shut down cleanly; otherwise if we 00519 // abort while SDL is in fullscreen mode, the X server won't return 00520 // to its original resolution) 00521 try 00522 { 00523 return submain(argc, argv); 00524 } 00525 catch (...) 00526 { 00527 REPORT_CURRENT_EXCEPTION; 00528 } 00529 00530 return 1; 00531 } 00532 // ###################################################################### 00533 /* So things look consistent in everyone's emacs... */ 00534 /* Local Variables: */ 00535 /* indent-tabs-mode: nil */ 00536 /* End: */