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LaurentBergeralalek
LaurentBerger
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Merge pull request #701 from LaurentBerger:DericheFilter
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‎modules/ximgproc/README.md

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Extended Image Processing
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=========================
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1. Structured Forests
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2. Domain Transform Filter
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3. Guided Filter
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4. Adaptive Manifold Filter
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5. Joint Bilateral Filter
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6. Superpixels
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7. Graph segmentation
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8. Selective search from segmentation
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10. Paillou Filter
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11. Fast Line Detector
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- Structured Forests
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- Domain Transform Filter
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- Guided Filter
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- Adaptive Manifold Filter
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- Joint Bilateral Filter
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- Superpixels
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- Graph segmentation
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- Selective search from segmentation
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- Paillou Filter
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- Fast Line Detector
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- Deriche Filter

‎modules/ximgproc/doc/ximgproc.bib

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publisher={Springer}
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}
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@article{deriche1987using,
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title={Using Canny's criteria to derive a recursively implemented optimal edge detector},
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author={Deriche, Rachid},
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journal={International journal of computer vision},
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volume={1},
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number={2},
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pages={167--187},
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year={1987},
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publisher={Springer}
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}
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@article{uijlings2013selective,
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title={Selective search for object recognition},

‎modules/ximgproc/include/opencv2/ximgproc.hpp

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#include "ximgproc/lsc.hpp"
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#include "ximgproc/paillou_filter.hpp"
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#include "ximgproc/fast_line_detector.hpp"
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#include "ximgproc/deriche_filter.hpp"
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/** @defgroup ximgproc Extended Image Processing
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@{

‎modules/ximgproc/include/opencv2/ximgproc/deriche_filter.hpp

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/*
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* By downloading, copying, installing or using the software you agree to this license.
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* If you do not agree to this license, do not download, install,
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* copy or use the software.
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*
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*
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* License Agreement
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* For Open Source Computer Vision Library
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* (3 - clause BSD License)
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*
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* Redistribution and use in source and binary forms, with or without modification,
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* are permitted provided that the following conditions are met :
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*
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* * Redistributions of source code must retain the above copyright notice,
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* this list of conditions and the following disclaimer.
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*
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* * Redistributions in binary form must reproduce the above copyright notice,
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* this list of conditions and the following disclaimer in the documentation
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* and / or other materials provided with the distribution.
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*
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* * Neither the names of the copyright holders nor the names of the contributors
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* may be used to endorse or promote products derived from this software
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* without specific prior written permission.
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*
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* This software is provided by the copyright holders and contributors "as is" and
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* any express or implied warranties, including, but not limited to, the implied
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* warranties of merchantability and fitness for a particular purpose are disclaimed.
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* In no event shall copyright holders or contributors be liable for any direct,
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* indirect, incidental, special, exemplary, or consequential damages
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* (including, but not limited to, procurement of substitute goods or services;
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* loss of use, data, or profits; or business interruption) however caused
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* and on any theory of liability, whether in contract, strict liability,
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* or tort(including negligence or otherwise) arising in any way out of
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* the use of this software, even if advised of the possibility of such damage.
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*/
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#ifndef __OPENCV_DERICHEFILTER_HPP__
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#define __OPENCV_DERICHEFILTER_HPP__
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#ifdef __cplusplus
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#include <opencv2/core.hpp>
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namespace cv {
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namespace ximgproc {
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//! @addtogroup ximgproc_filters
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//! @{
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/**
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* @brief Applies Y Deriche filter to an image.
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*
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* For more details about this implementation, please see http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.476.5736&rep=rep1&type=pdf
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*
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* @param _op Source 8-bit or 16bit image, 1-channel or 3-channel image.
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* @param _dst result CV_32FC image with same number of channel than _op.
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* @param alphaDerive double see paper
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* @param alphaMean double see paper
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*
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*/
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CV_EXPORTS void GradientDericheY(InputArray _op, OutputArray _dst, double alphaDerive,double alphaMean);
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/**
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* @brief Applies X Deriche filter to an image.
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*
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* For more details about this implementation, please see http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.476.5736&rep=rep1&type=pdf
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*
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* @param _op Source 8-bit or 16bit image, 1-channel or 3-channel image.
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* @param _dst result CV_32FC image with same number of channel than _op.
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* @param alphaDerive double see paper
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* @param alphaMean double see paper
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*
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*/
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CV_EXPORTS void GradientDericheX(InputArray _op, OutputArray _dst, double alphaDerive,double alphaMean);
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}
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}
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#endif
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#endif

‎modules/ximgproc/samples/deriche_demo.cpp

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/*
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* By downloading, copying, installing or using the software you agree to this license.
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* If you do not agree to this license, do not download, install,
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* copy or use the software.
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*
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*
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* License Agreement
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* For Open Source Computer Vision Library
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* (3 - clause BSD License)
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*
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* Redistribution and use in source and binary forms, with or without modification,
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* are permitted provided that the following conditions are met :
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*
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* *Redistributions of source code must retain the above copyright notice,
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* this list of conditions and the following disclaimer.
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*
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* * Redistributions in binary form must reproduce the above copyright notice,
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* this list of conditions and the following disclaimer in the documentation
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* and / or other materials provided with the distribution.
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*
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* * Neither the names of the copyright holders nor the names of the contributors
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* may be used to endorse or promote products derived from this software
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* without specific prior written permission.
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*
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* This software is provided by the copyright holders and contributors "as is" and
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* any express or implied warranties, including, but not limited to, the implied
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* warranties of merchantability and fitness for a particular purpose are disclaimed.
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* In no event shall copyright holders or contributors be liable for any direct,
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* indirect, incidental, special, exemplary, or consequential damages
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* (including, but not limited to, procurement of substitute goods or services;
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* loss of use, data, or profits; or business interruption) however caused
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* and on any theory of liability, whether in contract, strict liability,
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* or tort(including negligence or otherwise) arising in any way out of
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* the use of this software, even if advised of the possibility of such damage.
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*/
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#include <opencv2/core.hpp>
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#include <opencv2/core/utility.hpp>
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#include <opencv2/highgui.hpp>
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#include <opencv2/ximgproc.hpp>
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#include "opencv2/ximgproc/deriche_filter.hpp"
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using namespace cv;
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using namespace cv::ximgproc;
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#include <iostream>
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using namespace std;
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int alDerive=100;
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int alMean=100;
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Ptr<Mat> img;
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const string & winName = "Gradient Modulus";
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static void DisplayImage(Mat x,string s)
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{
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vector<Mat> sx;
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split(x, sx);
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vector<double> minVal(3), maxVal(3);
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for (size_t i = 0; i < sx.size(); i++)
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{
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minMaxLoc(sx[i], &minVal[i], &maxVal[i]);
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}
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maxVal[0] = *max_element(maxVal.begin(), maxVal.end());
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minVal[0] = *min_element(minVal.begin(), minVal.end());
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Mat uc;
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x.convertTo(uc, CV_8U,255/(maxVal[0]-minVal[0]),-255*minVal[0]/(maxVal[0]-minVal[0]));
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imshow(s, uc);
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}
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/**
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* @function DericheFilter
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* @brief Trackbar callback
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*/
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static void DericheFilter(int, void*)
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{
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Mat dst;
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double d=alDerive/100.0,m=alMean/100.0;
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Mat rx,ry;
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GradientDericheX(*img.get(),rx,d,m);
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GradientDericheY(*img.get(),ry,d,m);
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DisplayImage(rx, "Gx");
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DisplayImage(ry, "Gy");
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add(rx.mul(rx),ry.mul(ry),dst);
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sqrt(dst,dst);
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DisplayImage(dst, winName );
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}
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int main(int argc, char* argv[])
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{
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Mat *m=new Mat;
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cv::CommandLineParser parser(argc, argv, "{help h | | show help message}{@input | | input image}");
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if (parser.has("help"))
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{
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parser.printMessage();
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return -1;
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}
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string input_image = parser.get<string>("@input");
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if (input_image.empty())
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{
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parser.printMessage();
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parser.printErrors();
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return -2;
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}
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if (argc==2)
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*m = imread(input_image);
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if (m->empty())
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{
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cout << "File not found or empty image\n";
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return -3;
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}
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imshow("Original", *m);
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img =Ptr<Mat>(m);
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namedWindow( winName, WINDOW_AUTOSIZE );
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/// Create a Trackbar for user to enter threshold
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createTrackbar( "Derive:",winName, &alDerive, 400, DericheFilter );
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createTrackbar( "Mean:", winName, &alMean, 400, DericheFilter );
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DericheFilter(0,NULL);
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waitKey();
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return 0;
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}

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