Recognition of Adult Images, Videos, and Web Page Bags

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	Recognition of Adult Images, Videos, and Web Page Bags
	Hu, Weiming1 ; Zuo, Haiqiang 1; Wu, Ou1 ; Chen, Yunfei 1; Zhang, Zhongfei ; Suter, David 2; Weiming Hu
发表期刊	ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
	2011-10-01
卷号	7 期号:1 页码:22
文章类型	Article
摘要	In this article, we develop an integrated adult-content recognition system which can detect adult images, adult videos, and adult Web page bags, where a Web page bag consists of a Web page and a predefined number of Web pages linked to it through hyperlinks. In our adult image-recognition algorithm, we model skin patches rather than skin pixels, resulting in better results than state-of-the-art algorithms which model skin pixels. In our adult video-recognition algorithm, information from the accompanying audio section around an image in an adult video is used to obtain a prior classification of the image. The algorithm achieves a better performance than the ones which use image information alone or audio information alone. The adult Web page bag recognition is carried out using multi-instance learning based on the combination of classifying texts, images and videos in Web pages. Both the speed and the accuracy for recognizing the Web adult content are increased, in contrast to recognizing Web pages one-by-one.
关键词	Algorithms Design Human Factors Skin Patch Modeling Recognition Of Adult Images Recognition Of Adult Videos Recognition Of Adult Web Page Bags
WOS标题词	Science & Technology ; Technology
关键词[WOS]	RETRIEVAL ; SYSTEM ; SUBSPACE ; ENGINE
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS记录号	WOS:000297725800009
引用统计	被引频次：9[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/173211/3253
专题	多模态人工智能系统全国重点实验室_视频内容安全
通讯作者	Weiming Hu
作者单位	1.Chinese Acad Sci, Inst Automat, Beijing 100864, Peoples R China 2.Univ Adelaide, Adelaide, SA 5005, Australia
第一作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Hu, Weiming,Zuo, Haiqiang,Wu, Ou,et al. Recognition of Adult Images, Videos, and Web Page Bags[J]. ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS,2011,7(1):22.
APA	Hu, Weiming.,Zuo, Haiqiang.,Wu, Ou.,Chen, Yunfei.,Zhang, Zhongfei.,...&Weiming Hu.(2011).Recognition of Adult Images, Videos, and Web Page Bags.ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS,7(1),22.
MLA	Hu, Weiming,et al."Recognition of Adult Images, Videos, and Web Page Bags".ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS 7.1(2011):22.

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