/*------------------------------------------------------------------------------------------*\ This file contains material supporting chapter 10 of the cookbook: Computer Vision Programming using the OpenCV Library. by Robert Laganiere, Packt Publishing, 2011. This program is free software; permission is hereby granted to use, copy, modify, and distribute this source code, or portions thereof, for any purpose, without fee, subject to the restriction that the copyright notice may not be removed or altered from any source or altered source distribution. The software is released on an as-is basis and without any warranties of any kind. In particular, the software is not guaranteed to be fault-tolerant or free from failure. The author disclaims all warranties with regard to this software, any use, and any consequent failure, is purely the responsibility of the user. Copyright (C) 2010-2011 Robert Laganiere, www.laganiere.name \*------------------------------------------------------------------------------------------*/ #include #include #include #include #include #include "videoprocessor.h" #include "BGFGSegmentor.h" int main() { // Open the video file cv::VideoCapture capture("../bike.avi"); // check if video successfully opened if (!capture.isOpened()) return 0; // current video frame cv::Mat frame; // foreground binary image cv::Mat foreground; cv::namedWindow("Extracted Foreground"); // The Mixture of Gaussian object // used with all default parameters cv::BackgroundSubtractorMOG mog; bool stop(false); // for all frames in video while (!stop) { // read next frame if any if (!capture.read(frame)) break; // update the background // and return the foreground mog(frame,foreground,0.01); // Complement the image cv::threshold(foreground,foreground,128,255,cv::THRESH_BINARY_INV); // show foreground cv::imshow("Extracted Foreground",foreground); // introduce a delay // or press key to stop if (cv::waitKey(10)>=0) stop= true; } cv::waitKey(); // Create video procesor instance VideoProcessor processor; // Create background/foreground segmentor BGFGSegmentor segmentor; segmentor.setThreshold(25); // Open video file processor.setInput("../bike.avi"); // set frame processor processor.setFrameProcessor(&segmentor); // Declare a window to display the video processor.displayOutput("Extracted Foreground"); // Play the video at the original frame rate processor.setDelay(1000./processor.getFrameRate()); // Start the process processor.run(); cv::waitKey(); }