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《Chinese Journal of Scientific Instrument》 2010-01
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Research on local invariant features for anisotropic non-rigid deformation

Gong Weiguo,Tong Yujuan,Li Zhenghao (Key Lab for Opto-electronic Technology and System of Ministry of Education,Chongqing University,Chongqing 400044,China)  
Recently,the research work on local invariant features mainly focuses on obtaining the invariance to rigid deformation.However,the intrinsic appearance of an object under various view conditions is of the non-rigid deformation,especially the anisotropic one.Therefore,we propose a method using anisotropic non-rigid deformation invariant features.First,we conduct an isotropic deformation on the Maximally Stable Extremal Region,and rotate the corresponding pairs to the same orientation.Then,the original image is projected into 3D space.With the increase of the aspect weight,numerous sets of deformation invariant geodesic distance are obtained.At last,the Anisotropic Geodesic-Intensity Histogram is adopted as a non-rigid deformation invariant local descriptor to make the proposed algorithm fit anisotropic small deformation.Evaluations have been conducted on the non-rigid deformation dataset against Scale Invariant Feature Transform and Geodesic-Intensity Histogram.Result shows that the correct detection rate can be improved by about 10.65% under the same false positive rate.
【Key Words】: local invariant feature non-rigid deformation isotropic anisotropic anisotropic geodesic-intensity histogram
【Fund】: 国家863高技术研究发展计划项目(2007AA01Z423);; 国防“十一五”基础科研基金项目(C10020060355);; 国防基础科研基金项目(CS-OC2);; 重庆市科技攻关计划项目(CSTC 2007AC2018)资助
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 4 Hits
1 HE Yuan+, LUO Yu-Pin, HU Dong-Cheng (Department of Automation, Tsinghua University, Beijing 100084, China);Unsupervised Texture Segmentation Based on Geodesic Active Regions[J];Journal of Software;2007-03
2 ZENG Xian-Hua1,2, LUO Si-Wei1, WANG Jiao1, ZHAO Jia-Li11(School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China) 2(School of Computer, China West Normal University, Nanchong 637002, China);Geodesic Distance-Based Generalized Gaussian Laplacian Eigenmap[J];Journal of Software;2009-04
3 Xie Fan Qin Shiyin(School of Automation Science and Electrical Engineering,Beihang University,Beijing 100083,China);Wide baseline stereo vision matching approach for monocular mobile robot based on SIFT[J];Chinese Journal of Scientific Instrument;2008-11
4 Li Zhenghao1,2,Gong Weiguo1,Nee A.Y.C.2,Ong S.K.2 (1 Key Lab of Opto-electronic Technology and Systems of Ministry of Education,Chongqing University,Chongqing 400044,China;2 Mechanical Engineering Department,National University of Singapore,Singapore 117576,Singapore);Image authenticity verification based on matching technology[J];Chinese Journal of Scientific Instrument;2009-04
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WU Hui-lan,LIU Guo-dong,LIU Bing-guo,HU Tao,PU Zhao-bang(Optics Instrument & Automation Lab.,Harbin Institute of Technology,Harbin 150001,CHN);Study on Location Technique for ICF Experiment Targets[J];Semiconductor Optoelectronics;2008-05
2 LIU Bin,YE Li-na(No.43 Brigade of Postgraduate,Artillery Academy of PLA,Hefei 230031,China);Algorithm for Sequence Image Splicing Based on SIFT Features[J];Ordnance Industry Automation;2009-06
3 LIU Huan-min,WANG Hua,DUAN Hui-fen(China Satellite Maritime Tracking & Control Department,Jiangyin 214431,China);A Bidirectional Matching SIFT Algorithm[J];Ordnance Industry Automation;2009-06
4 SUN Jing,XING Ying-jie,YANG Jian,WU Yu-feng(School of Mechanical Engineering,Dalian University of Technology,Dalian 116023,Liaoning,China);Scale Invariant Interest Point Detectors Based on Normalized LoG[J];Acta Armamentarii;2009-06
5 Zhang Shaohui Shen Xiaorong Fan Yaozu(School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Method in image's feature extraction and matching[J];Journal of Beijing University of Aeronautics and Astronautics;2008-05
6 Wang zhifeng Wang Zhanlin Fu Yongling (School of Automation Science and Electrical Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100191,China);Camera self-calibration technique for vision system in front for teleoperation system based on pointing rotation[J];Journal of Beijing University of Aeronautics and Astronautics;2008-07
7 Tian Yue Zhang Yongmei Li Bo(School of Computer Science and Technology,Beijing University of Aeronautics and Astronautics,Beijing 100191,China);Fast remote sensing image registration algorithm[J];Journal of Beijing University of Aeronautics and Astronautics;2008-11
8 WANG Yu-shi1,LI Yuan-ning2,GAO Wen1,2,3(1.Department of Computer Science and Engineering,Harbin Institute of Technology,Harbin,Heilongjiang 150001,China;2.Institute of Computing Technology,Chinese Academy of Sciences,Beijing 100081,China;3.School of Electronics Engineering and Computer Science,Peking University,Beijing 100871,China);Detecting Pornographic Images with Visual Words[J];Transactions of Beijing Institute of Technology;2008-05
9 ZHOU Zhi-qiang,WANG Bo,Lü Ji(Department of Automatic Control,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Method of Matching Images with Different Resolutions[J];Transactions of Beijing Institute of Technology;2008-07
10 NIE Qing1,ZHAN Shou-yi2 (1.Department of Electronic Engineering,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China;2.School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Region-Based Image Classification[J];Transactions of Beijing Institute of Technology;2008-10
China Proceedings of conference Full-text Database 10 Hits
1 Xiong Ying,Ma Hui-min (Institute of Image and Graphics,Department of Electronic Engineering,Tsinghua University,Beijing 100084);Application of SIFT Feature in 3D Object Recognition[A];[C];2009
2 Zhao Yuxin Liu Guangjie Dai Yuewei Wang Zhiquan(School of Automation, Nanjing University of Science and Technology, Nanjing 210094, China);Image watermarking scheme against RST attack based on SIFT feature[A];[C];2007
3 Ping Yu Hui Yuan Zhenbing Zhao Department of Electronic and Communication Engineering,North China Electric Power University,Baoding,China;The Design of Electric Power Equipment Information Search System[A];[C];2008
4 Qing-Jie Kong+, Xiaowei Lv, Xiong Li, Yuncai Liu Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai 200240, China;Analysis of Human Matching Algorithms between Different Fields of View[A];[C];2008
5 Tong Aihua Zhou Fugen Jin Ting Lin Jinmai (Image Processing Center of Beihang University Beijing 1000191);Improved high-precision video frame matching algorithm[A];[C];2008
6 Alexander Sibiryakov Visual Information Laboratory, Mitsubishi Electric ITE B.V., Guildford, United Kingdom;Photo collection representation based on viewpoint clustering[A];[C];2007
7 Xiaoli Liuab, Xiang Penga, Yongkai Yina, Jindong Tiana, Ameng Lia, Xiaobo Zhaoa aInstitute of Optoelectronics, Shenzhen University, Shenzhen, China 518060; bNational Laboratory of Precision Measurement Technology and Instrumentation, Tianjin University, Tianjin, China 300072;A coarse registration method of range image based on SIFT[A];[C];2007
8 AN Ru~1 WANG Hui-lin~2 YAN Xiang~1 1.Geo-informatics Department of College of Hydrology and Water Resources.Hohai University,Jiangsu Nanjing 210098; 2.College of Geography and Sea Sciences,Nanjing University,Jiangsu Nanjing 210093;Automatic matching for multi-sources remote sensing imagery based on SIFT and heuristic local geometric constrained strategy[A];[C];2008
9 GUAN Xue-wei LIU Xian-zhi DU Tian-jun(Southwest Institute of Technical physics,Chengdu 610041,china);A approach on target matching with SIFT Algorithm[A];[C];2008
10 ZENG Hui MU Zhi-chun YUAN Li(School of Information Engineering & University of Science and Technology Beijing,Beijing 100083);Study on Automatic 3D Ear Reconstruction[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 Zhan Dechuan and Zhou Zhihua(National Laboratory for Novel Software Technology, Nanjing University, Nanjing 210093);Ensemble-Based Manifold Learning for Visualization[J];Journal of Computer Research and Development;2005-09
2 LI Lichun, ZHANG Xiaohu, LIU Xiaochun, GUI Yang, SHANG Yang, LI Qiang, YU Qifeng Research Center of Precise Optical Measurement and Image Technique, College of Aerospace and Material Engineering, National University of Defense Technology, Changsha 410073, China;Videometric Research on the Digital Photos of South China Tiger[J];Science & Technology Review;2008-01
3 Jia Tao1 Chen Tao1 Yang Runkui2 1(Changchun Institute of Optics, Fine Mechanics and Physics, Chinese Academy of Sciences, Changchun 130031, China) 2(Delegate Studio, Second Institute of Aero Ministry, Beijing 100854, China);Wide Baseline Stereo Matching Based on Affine Invariant[J];Chinese Journal of Scientific Instrument;2005-S1
4 Yin Kezhong Gong Weiguo Li Weihong Liang Yixiong (Key Lab for Optoelectronic Technology & System of MOE, Chongqing 400044, China);Face Recognition Based on ICA and Wavelet Transform[J];Chinese Journal of Scientific Instrument;2005-S2
5 WANG Zheng-yao~(1),CHENG Zheng-xing~(1),TANG Shao-jie~(2)~(1)(Faculty of Science,Xi'an Jiaotong University,Xi'an 710049)~(2)(Institute of Image processing and Pattern Recognition,Xi'an Jiaotong University,Xi'an 710049);Information Meausures of Scale-space Based on Visual Characters[J];Journal of Image and Graphics;2005-07
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