using namespace cv; using namespace std; namespace fs = std::filesystem; /* ------------------------------------------------------------------------------ TIME FUNCTIONS ------------------------------------------------------------------------------ */ string getTimeLabel(int ms) { int mil = ms % 1000; int sec = ms / 1000; int min = (sec / 60) % 60; int hours = sec / 3600; sec = sec % 60; string hoursStr = to_string(hours), minStr = to_string(min), secStr = to_string(sec), milStr = to_string(mil); if (hours < 10) hoursStr = "0" + hoursStr; if (min < 10) minStr = "0" + minStr; if (sec < 10) secStr = "0" + secStr; if (mil < 100) { if (mil < 10) { milStr = "00" + milStr; } else { milStr = "0" + milStr; } } string timeLabel = hoursStr + ":" + minStr + ":" + secStr + "." + milStr; return timeLabel; } // This function is exactly like getTimeLabel, but without punctuation in the returned string // due to file system necessities string getSafeTimeLabel(int ms) { int mil = ms % 1000; int sec = ms / 1000; int min = (sec / 60) % 60; int hours = sec / 3600; sec = sec % 60; string hoursStr = to_string(hours), minStr = to_string(min), secStr = to_string(sec), milStr = to_string(mil); if (hours < 10) hoursStr = "0" + hoursStr; if (min < 10) minStr = "0" + minStr; if (sec < 10) secStr = "0" + secStr; if (mil < 100) { if (mil < 10) { milStr = "00" + milStr; } else { milStr = "0" + milStr; } } string timeLabel = hoursStr + "-" + minStr + "-" + secStr + "-" + milStr; return timeLabel; } /* ------------------------------------------------------------------------------ PARSING FUNCTIONS ------------------------------------------------------------------------------ */ void findFileNameFromPath(string* path, string* fileName, string* extension) { *path = path->substr(path->find_last_of("'") + 1, path->size()); string path_without_extension = path->substr(0, path->find_last_of(".")); *fileName = path_without_extension.substr(path_without_extension.find_last_of("/") + 1, path_without_extension.size()); *extension = path->substr(path->find_last_of(".") + 1, path->size()); } // Obtain video file name without path int findFileName(string videoPath, string &fileName, string &extension) { // Divide file name from extension findFileNameFromPath(&videoPath, &fileName, &extension); if (extension.compare("avi") != 0 && extension.compare("mp4") != 0 && extension.compare("mov") != 0) { cerr << "Input file extension must be \"avi\", \"mp4\" or \"mov\"." << endl; return -1; } else { cout << "Video to be analysed: " << endl; cout << " File name: " << fileName << endl; cout << " Extension: " << extension << endl; } return 0; } /* ------------------------------------------------------------------------------ COMPUTER VISION FUNCTIONS ------------------------------------------------------------------------------ */ // Function to detect shape in frame void detectShape(Ptr alg, Mat templateShape, int posThresh, vector &positivePositions, Mat &positiveVotes, vector &negativePositions, Mat &negativeVotes, Mat processingArea) { alg -> setPosThresh(posThresh); alg -> setTemplate(templateShape); int oldSizePositive = 0; int i = 0; int maxVote = 0; // Process shapes with positive angles alg -> setMinAngle(0); alg -> setMaxAngle(3); while (true) { alg -> detect(processingArea, positivePositions, positiveVotes); int currentSize = positivePositions.size(); if (currentSize == 1) { // We detected the most interesting shape break; } else if (currentSize == 0 && oldSizePositive > 0) { // It is not possible to detect only one shape with the current parameters alg -> setPosThresh(posThresh+i-1); // Decrease position value alg -> detect(processingArea, positivePositions, positiveVotes); // Detect all available shapes break; } else if (currentSize == 0 && oldSizePositive == 0) { // Impossible to find with these parameters break; } oldSizePositive = currentSize; // Find maximum vote for (int j = 0; j < positiveVotes.cols / 3; j++) { if (positiveVotes.at(3*j) > maxVote) maxVote = positiveVotes.at(3*j); } if (currentSize > 10) { i += 5; // To speed up computation when there are too many matches } else if (maxVote - (posThresh + i) > 100) { i += 100; // To speed up computation when there are few super high matches } else { i++; } alg -> setPosThresh(posThresh+i); } int oldSizeNegative = 0; // Reset incremental position value i = 0; maxVote = 0; // Process shapes with negative angles alg -> setMinAngle(357); alg -> setMaxAngle(360); while (true) { alg -> detect(processingArea, negativePositions, negativeVotes); int currentSize = negativePositions.size(); if (currentSize == 1) { // We detected the most interesting shape break; } else if (currentSize == 0 && oldSizeNegative > 0) { // It is not possible to detect only one shape with the current parameters alg -> setPosThresh(posThresh+i-1); // Decrease position value alg -> detect(processingArea, negativePositions, negativeVotes); // Detect all available shapes break; } else if (currentSize == 0 && oldSizeNegative == 0) { // Impossible to found with these parameters break; } oldSizeNegative = currentSize; // Find maximum vote for (int j = 0; j < positiveVotes.cols / 3; j++) { if (positiveVotes.at(3*j) > maxVote) maxVote = positiveVotes.at(3*j); } if (currentSize > 10) { i += 5; // To speed up computation when there are too many matches } else if (maxVote - (posThresh + i) > 100) { i += 100; // To speed up computation when there are few super high matches } else { i++; } alg -> setPosThresh(posThresh+i); } } // Function to draw detected shapes in a frame RotatedRect drawShapes(Mat frame, Vec4f &positions, Scalar color, int width, int height, int offsetX, int offsetY, float processingScale) { RotatedRect rr; Point2f rrpts[4]; Point2f pos(positions[0]+offsetX, positions[1]+offsetY); float scale = positions[2]; float angle = positions[3]; rr.center = pos * processingScale; rr.size = Size2f(width * scale * processingScale, height * scale * processingScale); rr.angle = angle; rr.points(rrpts); line(frame, rrpts[0], rrpts[1], color, 2); line(frame, rrpts[1], rrpts[2], color, 2); line(frame, rrpts[2], rrpts[3], color, 2); line(frame, rrpts[3], rrpts[0], color, 2); return rr; } // Function to separate even and odd frame half planes void separateFrame(cv::Mat frame, cv::Mat &frame_dispari, cv::Mat &frame_pari) { int i_frame_dispari = 0; int i_frame_pari = 0; for (int i = 0; i < frame.rows; i++) { for (int j = 0; j < frame.cols; j++) { if (i % 2 == 0) { frame_pari.at( i_frame_pari, j )[0] = frame.at(i, j)[0]; frame_pari.at( i_frame_pari, j )[1] = frame.at(i, j)[1]; frame_pari.at( i_frame_pari, j )[2] = frame.at(i, j)[2]; } else { frame_dispari.at( i_frame_dispari, j )[0] = frame.at(i, j)[0]; frame_dispari.at( i_frame_dispari, j )[1] = frame.at(i, j)[1]; frame_dispari.at( i_frame_dispari, j )[2] = frame.at(i, j)[2]; } } if (i % 2 == 0) { i_frame_pari++; } else { i_frame_dispari++; } } return; } cv::Mat difference(cv::Mat &prevFrame, cv::Mat ¤tFrame) { cv::Mat diff = currentFrame.clone(); for (int i = 0; i < currentFrame.rows; i++) { for (int j = 0; j < currentFrame.cols; j++) { if (prevFrame.at(i, j)[0] != currentFrame.at(i, j)[0] || prevFrame.at(i, j)[1] != currentFrame.at(i, j)[1] || prevFrame.at(i, j)[2] != currentFrame.at(i, j)[2]) { // Different pixels diff.at(i, j)[0] = 0; } else { // Identical pixels diff.at(i, j)[0] = 255; } } } return diff; }