Improvement and invariance analysis of Zernike moments using as a region-based shape descriptor

被引:4
作者
Ye, B [1 ]
Peng, JX [1 ]
机构
[1] Huazhong Univ Sci & Technol, Inst Pattern Recognit & Artificial Intelligence, State Key Lab Image Proc & Intelligent Control, Wuhan 430074, Peoples R China
来源
SIBGRAPI 2002: XV BRAZILIAN SYMPOSIUM ON COMPUTER GRAPHICS AND IMAGE PROCESSING, PROCEEDINGS | 2002年
关键词
Zernike moment; invariance; shape; region-based; content-based; image retrieval; trademark;
D O I
10.1109/SIBGRA.2002.1167134
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
An improved Zernike moment using as a region-based shape descriptor is presented The improved Zernike moment not only has rotation invariance, but also has scale invariance that the unimproved Zernike moment does not have. The experimental results show that the improved Zernike moment has better invariant properties than unimproved Zernike moment using as region-based shape descriptor.
引用
收藏
页码:120 / 127
页数:8
相关论文
共 10 条
[1]  
Jeannin S., 1999, JTC1SC29WG11N2690 IS
[2]  
JEANNIN S, 1999, JTC1SC29WG11N2822 IS
[3]  
Kepp, 2000, P 4 IEEE SW S IM AN, P291, DOI DOI 10.1109/IAI.2000.839618
[4]   INVARIANT IMAGE RECOGNITION BY ZERNIKE MOMENTS [J].
KHOTANZAD, A ;
HONG, YH .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (05) :489-497
[5]  
KIM WY, 1994, 1994 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, P391, DOI 10.1109/CVPR.1994.323856
[6]  
KIM YS, 1998, J IMAGE VISION COMPU, V16, P12
[7]   A SURVEY OF MOMENT-BASED TECHNIQUES FOR UNOCCLUDED OBJECT REPRESENTATION AND RECOGNITION [J].
PROKOP, RJ ;
REEVES, AP .
CVGIP-GRAPHICAL MODELS AND IMAGE PROCESSING, 1992, 54 (05) :438-460
[8]  
Shutler J., 2001, P BMVC, V2001, P705
[9]   ON IMAGE-ANALYSIS BY THE METHODS OF MOMENTS [J].
TEH, CH ;
CHIN, RT .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1988, 10 (04) :496-513
[10]  
ZEMIKE F, 1934, PHYSICA, V1, P689