Recognition of Adult Images, Videos, and Web Page Bags
文献类型：期刊论文
| 作者 | Hu, Weiming1 ; Zuo, Haiqiang1; Wu, Ou1; Chen, Yunfei1; Zhang, Zhongfei; Suter, David2; Weiming Hu
|
| 刊名 | ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS
 |
| 出版日期 | 2011-10-01 |
| 卷号 | 7期号:1 |
| 关键词 | Algorithms Design Human Factors Skin patch modeling recognition of adult images recognition of adult videos recognition of adult Web page bags |
| 英文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Information Systems ; Computer Science, Software Engineering ; Computer Science, Theory & Methods |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | RETRIEVAL ; SYSTEM ; SUBSPACE ; ENGINE |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000297725800009 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3253]  |
| 专题 | 自动化研究所_模式识别国家重点实验室_视频内容安全团队 |
| 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 |
| 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). |
| 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). |
| 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). |
入库方式： OAI收割
来源：自动化研究所
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