Affine invariant classification and retrieval of texture images

CASIA OpenIR > 09年以前成果

	Affine invariant classification and retrieval of texture images
	Zhang, JG; Tan, TN
发表期刊	PATTERN RECOGNITION
	2003-03-01
卷号	36 期号:3 页码:657-664
文章类型	Article
摘要	In this paper, we propose a new method of extracting affine invariant texture signatures for content-based affine invariant image retrieval (CBAIR). The algorithm discussed in this paper exploits the spectral signatures of texture images. Based on spectral representation of affine transform, anisotropic scale invariant signatures of orientation spectrum distributions are extracted. Peaks distribution vector (PDV) obtained from signature distributions captures texture properties invariant to affine transform. The PDV is used to measure the similarity between textures. Extensive experimental results are included to demonstrate the performance of the method in texture classification and CBAIR. (C) 2002 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.
关键词	Affine Invariants Texture Signature Invariant Retrieval Invariant Texture Analysis Texture Spectrum
WOS标题词	Science & Technology ; Technology
关键词[WOS]	FEATURES
收录类别	SCI
语种	英语
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS记录号	WOS:000179732400007
引用统计	被引频次：10[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/9905
专题	09年以前成果
作者单位	Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Zhang, JG,Tan, TN. Affine invariant classification and retrieval of texture images[J]. PATTERN RECOGNITION,2003,36(3):657-664.
APA	Zhang, JG,&Tan, TN.(2003).Affine invariant classification and retrieval of texture images.PATTERN RECOGNITION,36(3),657-664.
MLA	Zhang, JG,et al."Affine invariant classification and retrieval of texture images".PATTERN RECOGNITION 36.3(2003):657-664.