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Diffstat (limited to '2.3-1/thirdparty/includes/OpenCV/opencv2/contrib/hybridtracker.hpp')
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diff --git a/2.3-1/thirdparty/includes/OpenCV/opencv2/contrib/hybridtracker.hpp b/2.3-1/thirdparty/includes/OpenCV/opencv2/contrib/hybridtracker.hpp new file mode 100644 index 00000000..3a1f722d --- /dev/null +++ b/2.3-1/thirdparty/includes/OpenCV/opencv2/contrib/hybridtracker.hpp @@ -0,0 +1,220 @@ +//*M/////////////////////////////////////////////////////////////////////////////////////// +// +// IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. +// +// By downloading, copying, installing or using the software you agree to this license. +// If you do not agree to this license, do not download, install, +// copy or use the software. +// +// +// License Agreement +// For Open Source Computer Vision Library +// +// Copyright (C) 2000-2008, Intel Corporation, all rights reserved. +// Copyright (C) 2008-2011, Willow Garage Inc., all rights reserved. +// Third party copyrights are property of their respective owners. +// +// Redistribution and use in source and binary forms, with or without modification, +// are permitted provided that the following conditions are met: +// +// * Redistribution's of source code must retain the above copyright notice, +// this list of conditions and the following disclaimer. +// +// * Redistribution's in binary form must reproduce the above copyright notice, +// this list of conditions and the following disclaimer in the documentation +// and/or other materials provided with the distribution. +// +// * The name of Intel Corporation may not be used to endorse or promote products +// derived from this software without specific prior written permission. +// +// This software is provided by the copyright holders and contributors "as is" and +// any express or implied warranties, including, but not limited to, the implied +// warranties of merchantability and fitness for a particular purpose are disclaimed. +// In no event shall the Intel Corporation or contributors be liable for any direct, +// indirect, incidental, special, exemplary, or consequential damages +// (including, but not limited to, procurement of substitute goods or services; +// loss of use, data, or profits; or business interruption) however caused +// and on any theory of liability, whether in contract, strict liability, +// or tort (including negligence or otherwise) arising in any way out of +// the use of this software, even if advised of the possibility of such damage. +// +//M*/ + +#ifndef __OPENCV_HYBRIDTRACKER_H_ +#define __OPENCV_HYBRIDTRACKER_H_ + +#include "opencv2/core/core.hpp" +#include "opencv2/core/operations.hpp" +#include "opencv2/imgproc/imgproc.hpp" +#include "opencv2/features2d/features2d.hpp" +#include "opencv2/video/tracking.hpp" +#include "opencv2/ml/ml.hpp" + +#ifdef __cplusplus + +namespace cv +{ + +// Motion model for tracking algorithm. Currently supports objects that do not move much. +// To add Kalman filter +struct CV_EXPORTS CvMotionModel +{ + enum {LOW_PASS_FILTER = 0, KALMAN_FILTER = 1, EM = 2}; + + CvMotionModel() + { + } + + float low_pass_gain; // low pass gain +}; + +// Mean Shift Tracker parameters for specifying use of HSV channel and CamShift parameters. +struct CV_EXPORTS CvMeanShiftTrackerParams +{ + enum { H = 0, HS = 1, HSV = 2 }; + CvMeanShiftTrackerParams(int tracking_type = CvMeanShiftTrackerParams::HS, + CvTermCriteria term_crit = CvTermCriteria()); + + int tracking_type; + vector<float> h_range; + vector<float> s_range; + vector<float> v_range; + CvTermCriteria term_crit; +}; + +// Feature tracking parameters +struct CV_EXPORTS CvFeatureTrackerParams +{ + enum { SIFT = 0, SURF = 1, OPTICAL_FLOW = 2 }; + CvFeatureTrackerParams(int featureType = 0, int windowSize = 0) + { + feature_type = featureType; + window_size = windowSize; + } + + int feature_type; // Feature type to use + int window_size; // Window size in pixels around which to search for new window +}; + +// Hybrid Tracking parameters for specifying weights of individual trackers and motion model. +struct CV_EXPORTS CvHybridTrackerParams +{ + CvHybridTrackerParams(float ft_tracker_weight = 0.5, float ms_tracker_weight = 0.5, + CvFeatureTrackerParams ft_params = CvFeatureTrackerParams(), + CvMeanShiftTrackerParams ms_params = CvMeanShiftTrackerParams(), + CvMotionModel model = CvMotionModel()); + + float ft_tracker_weight; + float ms_tracker_weight; + CvFeatureTrackerParams ft_params; + CvMeanShiftTrackerParams ms_params; + int motion_model; + float low_pass_gain; +}; + +// Performs Camshift using parameters from MeanShiftTrackerParams +class CV_EXPORTS CvMeanShiftTracker +{ +private: + Mat hsv, hue; + Mat backproj; + Mat mask, maskroi; + MatND hist; + Rect prev_trackwindow; + RotatedRect prev_trackbox; + Point2f prev_center; + +public: + CvMeanShiftTrackerParams params; + + CvMeanShiftTracker(); + explicit CvMeanShiftTracker(CvMeanShiftTrackerParams _params); + ~CvMeanShiftTracker(); + void newTrackingWindow(Mat image, Rect selection); + RotatedRect updateTrackingWindow(Mat image); + Mat getHistogramProjection(int type); + void setTrackingWindow(Rect _window); + Rect getTrackingWindow(); + RotatedRect getTrackingEllipse(); + Point2f getTrackingCenter(); +}; + +// Performs SIFT/SURF feature tracking using parameters from FeatureTrackerParams +class CV_EXPORTS CvFeatureTracker +{ +private: + Ptr<Feature2D> dd; + Ptr<DescriptorMatcher> matcher; + vector<DMatch> matches; + + Mat prev_image; + Mat prev_image_bw; + Rect prev_trackwindow; + Point2d prev_center; + + int ittr; + vector<Point2f> features[2]; + +public: + Mat disp_matches; + CvFeatureTrackerParams params; + + CvFeatureTracker(); + explicit CvFeatureTracker(CvFeatureTrackerParams params); + ~CvFeatureTracker(); + void newTrackingWindow(Mat image, Rect selection); + Rect updateTrackingWindow(Mat image); + Rect updateTrackingWindowWithSIFT(Mat image); + Rect updateTrackingWindowWithFlow(Mat image); + void setTrackingWindow(Rect _window); + Rect getTrackingWindow(); + Point2f getTrackingCenter(); +}; + +// Performs Hybrid Tracking and combines individual trackers using EM or filters +class CV_EXPORTS CvHybridTracker +{ +private: + CvMeanShiftTracker* mstracker; + CvFeatureTracker* fttracker; + + CvMat* samples; + CvMat* labels; + + Rect prev_window; + Point2f prev_center; + Mat prev_proj; + RotatedRect trackbox; + + int ittr; + Point2f curr_center; + + inline float getL2Norm(Point2f p1, Point2f p2); + Mat getDistanceProjection(Mat image, Point2f center); + Mat getGaussianProjection(Mat image, int ksize, double sigma, Point2f center); + void updateTrackerWithEM(Mat image); + void updateTrackerWithLowPassFilter(Mat image); + +public: + CvHybridTrackerParams params; + CvHybridTracker(); + explicit CvHybridTracker(CvHybridTrackerParams params); + ~CvHybridTracker(); + + void newTracker(Mat image, Rect selection); + void updateTracker(Mat image); + Rect getTrackingWindow(); +}; + +typedef CvMotionModel MotionModel; +typedef CvMeanShiftTrackerParams MeanShiftTrackerParams; +typedef CvFeatureTrackerParams FeatureTrackerParams; +typedef CvHybridTrackerParams HybridTrackerParams; +typedef CvMeanShiftTracker MeanShiftTracker; +typedef CvFeatureTracker FeatureTracker; +typedef CvHybridTracker HybridTracker; +} + +#endif + +#endif |