CASIA OpenIR  > 模式识别国家重点实验室  > 视频内容安全
Recognition of Adult Images, Videos, and Web Page Bags
Hu, Weiming1; Zuo, Haiqiang1; Wu, Ou1; Chen, Yunfei1; Zhang, Zhongfei; Suter, David2; Weiming Hu
Source PublicationACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
2011-10-01
Volume7Issue:1Pages:22
SubtypeArticle
AbstractIn 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.
KeywordAlgorithms Design Human Factors Skin Patch Modeling Recognition Of Adult Images Recognition Of Adult Videos Recognition Of Adult Web Page Bags
WOS HeadingsScience & Technology ; Technology
WOS KeywordRETRIEVAL ; SYSTEM ; SUBSPACE ; ENGINE
Indexed BySCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods
WOS IDWOS:000297725800009
Citation statistics
Cited Times:4[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/3253
Collection模式识别国家重点实验室_视频内容安全
Corresponding AuthorWeiming Hu
Affiliation1.Chinese Acad Sci, Inst Automat, Beijing 100864, Peoples R China
2.Univ Adelaide, Adelaide, SA 5005, Australia
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
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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