Repository for OpenCV's extra modules
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/*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) 2009, 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.
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// * 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.
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// * The name of the copyright holders may not be used to endorse or promote products
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// loss of use, data, or profits; or business interruption) however caused
// and on any theory of liability, whether in contract, strict liability,
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//M*/
#include "precomp.hpp"
#include "opencv2/core.hpp"
#include "opencv2/highgui.hpp"
#include "opencv2/video.hpp"
#include "opencv2/optflow.hpp"
namespace cv
{
namespace optflow
{
class OpticalFlowSimpleFlow : public DenseOpticalFlow
{
public:
OpticalFlowSimpleFlow();
void calc(InputArray I0, InputArray I1, InputOutputArray flow);
void collectGarbage();
// AlgorithmInfo* info() const;
protected:
int layers;
int averaging_radius;
int max_flow;
double sigma_dist;
double sigma_color;
int postprocess_window;
double sigma_dist_fix;
double sigma_color_fix;
double occ_thr;
int upscale_averaging_radius;
double upscale_sigma_dist;
double upscale_sigma_color;
double speed_up_thr;
};
OpticalFlowSimpleFlow::OpticalFlowSimpleFlow()
{
// values from the example app
layers = 3;
averaging_radius = 2;
max_flow = 4;
// values from the default function parameters
sigma_dist = 4.1;
sigma_color = 25.5;
postprocess_window = 18;
sigma_dist_fix = 55.0;
sigma_color_fix = 25.5;
occ_thr = 0.35;
upscale_averaging_radius = 18;
upscale_sigma_dist = 55.0;
upscale_sigma_color = 25.5;
speed_up_thr = 10;
}
void OpticalFlowSimpleFlow::calc(InputArray I0, InputArray I1, InputOutputArray flow)
{
optflow::calcOpticalFlowSF(I0, I1, flow, layers, averaging_radius, max_flow, sigma_dist, sigma_color,
postprocess_window, sigma_dist_fix, sigma_color_fix, occ_thr,
upscale_averaging_radius, upscale_sigma_dist, upscale_sigma_color, speed_up_thr);
}
void OpticalFlowSimpleFlow::collectGarbage()
{
}
//CV_INIT_ALGORITHM(OpticalFlowSimpleFlow, "DenseOpticalFlow.SimpleFlow"),
// obj.info()->addParam(obj, "layers", obj.layers);
// obj.info()->addParam(obj, "averaging_radius", obj.averaging_radius);
// obj.info()->addParam(obj, "max_flow", obj.max_flow);
// obj.info()->addParam(obj, "sigma_dist", obj.sigma_dist);
// obj.info()->addParam(obj, "sigma_color", obj.sigma_color);
// obj.info()->addParam(obj, "postprocess_window", obj.postprocess_window);
// obj.info()->addParam(obj, "sigma_dist_fix", obj.sigma_dist_fix);
// obj.info()->addParam(obj, "sigma_color_fix", obj.sigma_color_fix);
// obj.info()->addParam(obj, "occ_thr", obj.occ_thr);
// obj.info()->addParam(obj, "upscale_averaging_radius", obj.upscale_averaging_radius);
// obj.info()->addParam(obj, "upscale_sigma_dist", obj.upscale_sigma_dist);
// obj.info()->addParam(obj, "upscale_sigma_color", obj.upscale_sigma_color);
// obj.info()->addParam(obj, "speed_up_thr", obj.speed_up_thr))
Ptr<DenseOpticalFlow> createOptFlow_SimpleFlow()
{
return makePtr<OpticalFlowSimpleFlow>();
}
class OpticalFlowFarneback : public DenseOpticalFlow
{
public:
OpticalFlowFarneback();
void calc(InputArray I0, InputArray I1, InputOutputArray flow);
void collectGarbage();
// AlgorithmInfo* info() const;
protected:
int numLevels;
double pyrScale;
bool fastPyramids;
int winSize;
int numIters;
int polyN;
double polySigma;
int flags;
};
OpticalFlowFarneback::OpticalFlowFarneback()
{
// values copied from the FarnebackOpticalFlow class
numLevels = 5;
pyrScale = 0.5;
fastPyramids = false;
winSize = 13;
numIters = 10;
polyN = 5;
polySigma = 1.1;
flags = 0;
}
void OpticalFlowFarneback::calc(InputArray I0, InputArray I1, InputOutputArray flow)
{
calcOpticalFlowFarneback(I0, I1, flow, pyrScale, numLevels, winSize, numIters, polyN, polySigma, flags);
}
void OpticalFlowFarneback::collectGarbage()
{
}
//CV_INIT_ALGORITHM(OpticalFlowFarneback, "DenseOpticalFlow.Farneback",
// obj.info()->addParam(obj, "numLevels", obj.numLevels);
// obj.info()->addParam(obj, "pyrScale", obj.pyrScale);
// obj.info()->addParam(obj, "fastPyramids", obj.fastPyramids);
// obj.info()->addParam(obj, "winSize", obj.winSize);
// obj.info()->addParam(obj, "numIters", obj.numIters);
// obj.info()->addParam(obj, "polyN", obj.polyN);
// obj.info()->addParam(obj, "polySigma", obj.polySigma);
// obj.info()->addParam(obj, "flags", obj.flags))
Ptr<DenseOpticalFlow> createOptFlow_Farneback()
{
return makePtr<OpticalFlowFarneback>();
}
}
}