summaryrefslogtreecommitdiff
path: root/2.3-1/thirdparty/includes/OpenCV/opencv2/contrib/hybridtracker.hpp
diff options
context:
space:
mode:
Diffstat (limited to '2.3-1/thirdparty/includes/OpenCV/opencv2/contrib/hybridtracker.hpp')
-rw-r--r--2.3-1/thirdparty/includes/OpenCV/opencv2/contrib/hybridtracker.hpp220
1 files changed, 220 insertions, 0 deletions
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