A hybrid approach to detect adult web images

	A hybrid approach to detect adult web images
	Zheng, QF; Zhang, MJ; Wang, WQ
	2004
发表期刊	ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 2, PROCEEDINGS
ISSN	0302-9743
卷号	3332 页码:609-616
摘要	This paper presents a hybrid approach to discriminate benign images from adult images. Different from previously published works, our approach combines face detection and adaptive skin detection. First, face detection using haar-like features is performed, then skin color model is learned on-line by incorporating the information of color distribution in the face regions. Based on the result of face detection and adaptive skin detection, a set of semantically high-level features are extracted. These features have human-oriented meanings which can effectively discriminate adult images from benign images. Our two main contributions are i) a set of high-level features for adult or benign image classification and ii) a novel adaptive skin detection algorithm in still images. Experimental results are reported to demonstrate the strength of our approach.
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, Theory & Methods
WOS记录号	WOS:000226025200075
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：6[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/2XEOYT63/13977
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, QF
作者单位	Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Zheng, QF,Zhang, MJ,Wang, WQ. A hybrid approach to detect adult web images[J]. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 2, PROCEEDINGS,2004,3332:609-616.
APA	Zheng, QF,Zhang, MJ,&Wang, WQ.(2004).A hybrid approach to detect adult web images.ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 2, PROCEEDINGS,3332,609-616.
MLA	Zheng, QF,et al."A hybrid approach to detect adult web images".ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2004, PT 2, PROCEEDINGS 3332(2004):609-616.