Adaptive photograph retrieval method

CORC > 厦门大学 > 信息技术－已发表论文

	Adaptive photograph retrieval method
	Zhang, Hong-Bo ; Li, Shang-An ; Chen, Shu-Yuan ; Su, Song Zhi ; Duh, Der-Jyh ; Li, Shao Zi ; Su SZ(苏松志) ; Li SZ(李绍滋)
刊名	http://dx.doi.org/10.1007/s11042-012-1233-7
	2014
关键词	IMAGE RETRIEVAL
英文摘要	National Science Council of Taiwan [NSC-100-2221-E-155-086]; National Nature Science Foundation of China [61202143]; Access to electronic books, electronic journals, and web portals, which may contain graphics (drawings or diagrams) and images, is now ubiquitous. However, users may have photographs that contain graphics or images and want to access an electronic database to retrieve this information. Hence, an effective photograph retrieval method is needed. Although many content-based retrieval methods have been developed for images and graphics, few are designed to retrieve graphics and images simultaneously. Moreover, existing graphics retrieval methods use contour-based rather than pixel-based approaches. Contour-based methods, which are concerned with lines or curves, are inappropriate for images. To retrieve graphics and images simultaneously, this work applies an adaptive retrieval method. The proposed method uses histograms of oriented gradient (HOG) as pixel-based features. However, the characteristics of graphics and images differ, and this affects feature extraction and retrieval accuracy. Thus, an adaptive method is proposed that selects different HOG-based features for retrieving graphics and images. Experimental results demonstrate the proposed method has high retrieval accuracy even under noisy conditions.
语种	英语
出版者	SPRINGER
内容类型	期刊论文
源URL	[http://dspace.xmu.edu.cn/handle/2288/92682]
专题	信息技术－已发表论文
推荐引用方式 GB/T 7714	Zhang, Hong-Bo,Li, Shang-An,Chen, Shu-Yuan,et al. Adaptive photograph retrieval method[J]. http://dx.doi.org/10.1007/s11042-012-1233-7,2014.
APA	Zhang, Hong-Bo.,Li, Shang-An.,Chen, Shu-Yuan.,Su, Song Zhi.,Duh, Der-Jyh.,...&李绍滋.(2014).Adaptive photograph retrieval method.http://dx.doi.org/10.1007/s11042-012-1233-7.
MLA	Zhang, Hong-Bo,et al."Adaptive photograph retrieval method".http://dx.doi.org/10.1007/s11042-012-1233-7 (2014).