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《Infrared Technology》 2014-10
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Document Image Classification Based on Improved Local Binary Patterns

ZHANG Min;School of Surveying & Land Information Engineering, Henan Polytechnic University;  
Based on the analysis of the methods to reduce the dimensions of the local binary pattern(LBP), a new operator called the orthogonal combination of local binary number(denoted as OC-LBN) is proposed for document image classification. Firstly, the local neighborhood is divided into different 4-orthogonal-neighbors, and the binary number of "1" in each 4-orthogonal-neighbor is used as its feature. Then, the features of all the 4-orthogonal-neighbor are combined together as region description. Experimental results obtained from texture, forward-Looking infrared and document image databases demonstrate that the proposed method can get the best performance of the methods mentioned in the paper.
【Fund】: 河南省国际合作项目 编号:134300510057
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 3 Hits
1 WU Xiao-sheng1,SUN Jun-ding1,2(1.School of Computer Science and Technology,Henan Polytechnic University,Jiaozuo 454003,China;2.Image Processing & Image Communication Lab of Jiangsu Province,Nanjing 210003,China);Image retrieval based on local edge binary pattern[J];Journal of Optoelectronics.Laser;2013-01
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【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Chun-sheng;CHANG Fa-liang;CHEN Zhen-xue;LI Shuang;School of Control Science and Engineering,Shandong University;;Eye detection and pupil location algorithm based on Gabor filters and K-medoid algorithm[J];Journal of Optoelectronics.Laser;2013-08
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3 LI Li;WANG Xing-bin;ZHANG Wei-guo;School of Electronics and Information Engineering,Beihang University;Beijing Institute of Information Technology;;A Recognition Method of “Cat-eye” Effect Target Based on Texture Character[J];Acta Photonica Sinica;2014-02
4 LI Yang;MU Zhi-chun;School of Automation and Electrical Engineering, University of Science and Technology Beijing;;2D and 3D information fusion based ear recognition[J];Journal of University of Science and Technology Beijing;2013-11
5 ZHANG Shi-hui;ZHOU Fei-fei;GUO Shun-chao;College of Information Science and Engineering,Yanshan University;The Key Laboratory for Computer Virtual Technology and System Integration of HeBei Province;Department of Computer Science,Management Cadre Institute of Transportation Ministry;;Gesture recognition based on feature combination and partial least squares dimensionality reduction[J];Journal of Yanshan University;2014-01
6 XIANG De-liang;SUYi;ZHAO Ling-jun;TANG Tao;LUJun;School of Electronic Science and Engineering,National University of Defense Technology;;A New Algorithm for SAR Imagery Similarity Measure Based on Local Gradient Ratio Pattern[J];Acta Electronica Sinica;2014-01
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9 LUO Yuan;CUI Ye;WANG Yan;ZHANG Yi;Chongqing Key Lab.of Optical Fiber Communication Technology,Chongqing University of Posts and Telecommunications;;Facial Expression Recognition Based on Fusion Feature Extraction of DCT and LBP[J];Semiconductor Optoelectronics;2014-02
10 WANG Cheng;GUO Fei;LAI Xiongming;ZHENG Lixiao;College of Computer Science & Technology,Huaqiao University;Department of Computer Science and Technology,Xi’an Jiaotong University;College of Mechanical Engineering & Automation,Huaqiao University;;Face Recognition Based on Multiple Weight Local Binary Pattern[J];Opto-Electronic Engineering;2014-04
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