Fast adaptive skin detection in JPEG images

	Fast adaptive skin detection in JPEG images
	Zheng, QF ; Gao, W
	2005
发表期刊	ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2005, PT 2
ISSN	0302-9743
卷号	3768 页码:595-605
摘要	Skin region detection plays an important role in a variety of applications such as face detection, adult image filtering and gesture recognition. To improve the accuracy and speed of skin detection, in this paper, we describe a fast adaptive skin detection approach that works on DCT domain of JPEG image and classifies each image block according to its color and texture properties. Main contributions of our skin detector are: 1) It jointly takes into consideration the color and texture characteristics of human skin for classification and can adaptively control the detection threshold according to image content; 2) It requires no full decompression of JPEG compressed images and directly derives color and texture features of each image block from DCT coefficients. Comparisons with other existing skin detection techniques demonstrate that our algorithm can compute very fast; and achieve good accuracy.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science ; Imaging Science & Photographic Technology
WOS类目	Computer Science, Artificial Intelligence ; Computer Science, Theory & Methods ; Imaging Science & Photographic Technology
WOS记录号	WOS:000233775300052
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：3[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/2XEOYT63/10277
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	1.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China 2.Chinese Acad Sci, Grad Sch, Beijing 100039, Peoples R China
推荐引用方式 GB/T 7714	Zheng, QF,Gao, W. Fast adaptive skin detection in JPEG images[J]. ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2005, PT 2,2005,3768:595-605.
APA	Zheng, QF,&Gao, W.(2005).Fast adaptive skin detection in JPEG images.ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2005, PT 2,3768,595-605.
MLA	Zheng, QF,et al."Fast adaptive skin detection in JPEG images".ADVANCES IN MULTIMEDIA INFORMATION PROCESSING - PCM 2005, PT 2 3768(2005):595-605.