Efficient rotation invariant texture features for content-based image retrieval

CASIA OpenIR > 09年以前成果

	Efficient rotation invariant texture features for content-based image retrieval
	Fountain, SR ; Tan, TN
发表期刊	PATTERN RECOGNITION
	1998-11-01
卷号	31 期号:11 页码:1725-1732
文章类型	Article
摘要	An efficient approach to the extraction of rotation invariant texture features is presented. Histograms of intensity gradient directions are compiled. Rotation invariant features are extracted by taking the Fourier expansion of the histogram. The method is applied to image database annotation and content based retrieval. With a database of over 400 randomly rotated images all textures are correctly identified on the return of two classifications. On presentation of a texture to the image retrieval system nine out of ten images returned from the search are of the same texture as the query image. Its simplicity and accuracy render the method highly suited to applications such as content-based image retrieval. The method requires no human intervention. Extensive experimental results are included to demonstrate the performance of the method in texture classification and content-based retrieval. (C) 1998 Pattern Recognition Society, Published by Elsevier Science Ltd. All rights reserved.
关键词	Image Database Rotation Invariance Content-based Retrieval Texture Analysis
WOS标题词	Science & Technology ; Technology
关键词[WOS]	TRANSFORM
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:000076088700014
引用统计	被引频次：33[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/173211/9771
专题	09年以前成果
作者单位	1.Univ Reading, Dept Comp Sci, Computat Vis Grp, Reading G6 6AY, Berks, England 2.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Fountain, SR,Tan, TN. Efficient rotation invariant texture features for content-based image retrieval[J]. PATTERN RECOGNITION,1998,31(11):1725-1732.
APA	Fountain, SR,&Tan, TN.(1998).Efficient rotation invariant texture features for content-based image retrieval.PATTERN RECOGNITION,31(11),1725-1732.
MLA	Fountain, SR,et al."Efficient rotation invariant texture features for content-based image retrieval".PATTERN RECOGNITION 31.11(1998):1725-1732.