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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
ISSN0302-9743
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.
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