Color image retrieval schemes using index histograms based on various spatial-domain vector quantizers

	Color image retrieval schemes using index histograms based on various spatial-domain vector quantizers
	Zheng, Wei-Min ; Lu, Zhe-Ming ; Burkhardt, Hans
	2006-12-01
发表期刊	INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL
ISSN	1349-4198
卷号	2 期号:6 页码:1317-1326
摘要	This paper proposes two new compressed-domain features for color image retrieval based on the YCbCr color space. They are named Multi-Stage Vector Quantization Index Histograms (MSVQIH) and Mean-Removed Vector Quantization Index Histograms (MRVQIH). For each color component, to obtain the MSVQIH features, we extract two MSVQ Index histograms from the two stage VQ index sequences respectively. Similarly, to obtain the MRVQIH features, we extract two MRVQ index histograms from the mean index and residual VQ index sequences respectively. The retrieval simulation results show that, compared with the traditional Spatial-domain Color-Histogram-based (SCH) features and Vector Quantization Index Histograms-based (VQIH) features, the proposed two kinds of features can largely improve the recall and precision performance.
关键词	image retrieval vector quantization index histogram
收录类别	SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Artificial Intelligence
WOS记录号	WOS:000242840900010
出版者	ICIC INTERNATIONAL
引用统计	被引频次：24[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/10535
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zheng, Wei-Min
作者单位	1.Chinese Acad Sci, Comp Technol Inst, Beijing 100080, Peoples R China 2.Univ Freiburg, Inst Comp Sci, D-79110 Freiburg, Germany 3.Harbin Inst Technol, Shenzhen Grad Sch, Visual Informat Anal & Proc Res Ctr, Shenzhen 518055, Peoples R China
推荐引用方式 GB/T 7714	Zheng, Wei-Min,Lu, Zhe-Ming,Burkhardt, Hans. Color image retrieval schemes using index histograms based on various spatial-domain vector quantizers[J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL,2006,2(6):1317-1326.
APA	Zheng, Wei-Min,Lu, Zhe-Ming,&Burkhardt, Hans.(2006).Color image retrieval schemes using index histograms based on various spatial-domain vector quantizers.INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL,2(6),1317-1326.
MLA	Zheng, Wei-Min,et al."Color image retrieval schemes using index histograms based on various spatial-domain vector quantizers".INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 2.6(2006):1317-1326.