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《Journal of Data Acquisition and Processing》 2015-01
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Passive Forensics for Region Duplication Image Forgery Using Harris Feature Points and Annular Average Representation

Zhao Jie;Guo Jichang;School of Electronic Information Engineering,Tianjin University;School of Computer and Information Engineering,Tianjin Chengjian University;  
A region duplication image forgery detection algorithm based on Harris feature points and annular average representation is proposed.Firstly,an adaptive Wiener filter is applied to the image,and then Harris operator is utilized to extract feature points in the image.Secondly,a feature vector matrix is constructed with average values of pixels to make a quantity description of annular neighborhood around each feature point,and lexicographical sorting and threshold processing are employed to implement similarity matching with the purpose of determining the candidate matching points.Finally,random sample consensus(RANSAC)algorithm is used to eliminate the erroneous matching points,and then the duplicated and tampered regions are located with identifiers.Experimental results show that the proposed algorithm is robust to rotation and flipping transformation of the copied region,and it can effectively resist common post-processing attacks such as Gaussian blurring,AWGN,JPEG compression and their mixed operations,especially the copy-move forgery with flat area of little visual structures and small area.
【Fund】: 天津市科技支撑计划基金(10ZCKFGX00700)资助项目;; 天津市高等学校科技发展基金计划(20120712)资助项目;; 天津市教委重点调研课题(JWDY-20141055)资助项目
【CateGory Index】: TP309;TP391.41
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【Citations】
Chinese Journal Full-text Database 1 Hits
1 He Delong,Ni Lin,Wu Qiaoling (School of Information Science and Technology,University of Science and Techndo gy of China,Hefei,230027,China);Passive-Blind Detection of Copy-Move Forgery in One Digital Image[J];Journal of Data Acquisition & Processing;2013-02
【Co-citations】
Chinese Journal Full-text Database 9 Hits
1 XUE Yan-Hua;HE Xiao-Hai;LEI Xiang;WU Wei;School of Electronics and Information Engineering,Sichuan University;;Remote sensing image matching using an improved ASIFT algorithm[J];Journal of Sichuan University(Natural Science Edition);2013-05
2 GUO FuSheng;GAO Wei;HU ZhanYi;National Laboratory of Pattern Recognition,Institute of Automation,Chinese Academy of Sciences;;Automatic generation of large scale true ortho-image from UAV images[J];Scientia Sinica(Informationis);2013-11
3 XU Jie;YANG Shuo;WANG Ming-Hui;College of Computer Science,Sichuan University;;Digital video stabilization based on jittery frame checking and low-pass filtering[J];Journal of Sichuan University(Natural Science Edition);2013-06
4 Fan Chao;Di Shuai;Hou Lilong;Xu Jingbo;College of Information Science and Engineering,Henan University of Technology;;Lane Marking Detection Technique Based on Improved RANSAC Algorithm[J];Automotive Engineering;2014-04
5 SHENG Guo-rui;GAO Tie-gang;FAN Li;GAO Lin;YANG Fu-sheng;ZHANG Shun;College of Software, Nankai University;College of Information and Electric Engineering, Ludong University;;Seam-Carving forgery detection based on expanded Markov features[J];Journal on Communications;2014-06
6 JU Shenggen;XIA Xin;SHAO Shouping;WANG Neng;College of Computer Sci.,Sichuan Univ.;;Image Fuzzy Tampering with Blind Forensics[J];Journal of Sichuan University(Engineering Science Edition);2014-04
7 YANG Zhaohui;School of Environmental Science and Engineering,SUST;;Non-rigid registration of remote sensing images based on thin-plate splines[J];Journal of Suzhou University of Science and Technology(Natural Science Edition);2014-04
8 CHAI Xiantao;LIANG Jiuzhen;College of Internet of Things,Jiangnan University;;Bearing defect online detection based on feature-point extraction[J];Journal of University of Jinan(Science and Technology);2015-05
9 LIU Xiaohan;FANG Yongchun;REN Xiao;ZHANG Xuebo;Institute of Robotics and Automatic Information System,Nankai University;Tianjin Key Laboratory of Intelligent Robotics;;A SURF-BASED AUTOMATIC AFM IMAGE STITCHING METHOD[J];Journal of Systems Science and Mathematical Sciences;2014-12
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1 Wang Yawei XU Tingfa Wang Jihui (School of Optoelectronics,Beijing Institute of Technology,Beijing 100081,China);Improved matching point purification algorithm mRANSAC[A];[C];2013
2 Yang Hong Qian Kun Dai Xianzhong Ma Xudong Fang Fang (School of Automation,Southeast University,Nanjing 210096,China) (Key Laboratory of Measurement and Control of Complex Systems of Engineering of Ministry of Education Southeast University,Nanjing 210096,China);Kinect-based 3D indoor environment map building for mobile robot[A];[C];2013
3 Biao Zhang and Qixin Cao Research Institute of Robotics,Shanghai Jiao Tong University,No 800 DongChuan Road, Min Hang,Shanghai City,China;3D Point Cloud Based Hybrid Maps Reconstruction for Indoor Environments[A];[C];2013
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8 ZHANG ChengHao;CHEN JiaBin;SONG ChunLei;XU JianHua;School of Automation,Beijing Institute of Technology;;An UAV Navigation Aided with Computer Vision[A];[C];2014
【Secondary Citations】
Chinese Journal Full-text Database 1 Hits
1 Zhu Li,Zhao Yao,Ni Rongrong(Institute of Information Science,Beijing Jiaotong University,Beijing,100044, China);High-Capacity Reversible Watermarking Based on Mixed Integer Transform[J];Journal of Data Acquisition and Processing;2010-02
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