1 /*M/////////////////////////////////////////////////////////////////////////////////////// 2 // 3 // IMPORTANT: READ BEFORE DOWNLOADING, COPYING, INSTALLING OR USING. 4 // 5 // By downloading, copying, installing or using the software you agree to this license. 6 // If you do not agree to this license, do not download, install, 7 // copy or use the software. 8 // 9 // 10 // License Agreement 11 // For Open Source Computer Vision Library 12 // 13 // Copyright (C) 2000-2008, Intel Corporation, all rights reserved. 14 // Copyright (C) 2009-2012, Willow Garage Inc., all rights reserved. 15 // Third party copyrights are property of their respective owners. 16 // 17 // Redistribution and use in source and binary forms, with or without modification, 18 // are permitted provided that the following conditions are met: 19 // 20 // * Redistribution's of source code must retain the above copyright notice, 21 // this list of conditions and the following disclaimer. 22 // 23 // * Redistribution's in binary form must reproduce the above copyright notice, 24 // this list of conditions and the following disclaimer in the documentation 25 // and/or other materials provided with the distribution. 26 // 27 // * The name of the copyright holders may not be used to endorse or promote products 28 // derived from this software without specific prior written permission. 29 // 30 // This software is provided by the copyright holders and contributors "as is" and 31 // any express or implied warranties, including, but not limited to, the implied 32 // warranties of merchantability and fitness for a particular purpose are disclaimed. 33 // In no event shall the Intel Corporation or contributors be liable for any direct, 34 // indirect, incidental, special, exemplary, or consequential damages 35 // (including, but not limited to, procurement of substitute goods or services; 36 // loss of use, data, or profits; or business interruption) however caused 37 // and on any theory of liability, whether in contract, strict liability, 38 // or tort (including negligence or otherwise) arising in any way out of 39 // the use of this software, even if advised of the possibility of such damage. 40 // 41 //M*/ 42 43 #ifndef __OPENCV_EMD_L1_HPP__ 44 #define __OPENCV_EMD_L1_HPP__ 45 46 #include "opencv2/core.hpp" 47 48 namespace cv 49 { 50 /****************************************************************************************\ 51 * EMDL1 Function * 52 \****************************************************************************************/ 53 54 //! @addtogroup shape 55 //! @{ 56 57 /** @brief Computes the "minimal work" distance between two weighted point configurations base on the papers 58 "EMD-L1: An efficient and Robust Algorithm for comparing histogram-based descriptors", by Haibin 59 Ling and Kazunori Okuda; and "The Earth Mover's Distance is the Mallows Distance: Some Insights from 60 Statistics", by Elizaveta Levina and Peter Bickel. 61 62 @param signature1 First signature, a single column floating-point matrix. Each row is the value of 63 the histogram in each bin. 64 @param signature2 Second signature of the same format and size as signature1. 65 */ 66 CV_EXPORTS float EMDL1(InputArray signature1, InputArray signature2); 67 68 //! @} 69 70 }//namespace cv 71 72 #endif 73