Combining skin color model and neural network for rotation invariant face detection

	Combining skin color model and neural network for rotation invariant face detection
	Zhang, HM ; Zhao, DB ; Gao, W ; Chen, XL
	2000
发表期刊	ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS
ISSN	0302-9743
卷号	1948 页码:237-244
摘要	Face detection is a key problem in human-computer interaction. In this paper, we present an algorithm for rotation invariant face detection in color images of cluttered scenes. It is a hierarchical approach, which combines a skin color model, a neural network, and an upright face detector. Firstly, the skin color model is used to process the color image to segment the face-like regions from the background. Secondly, the neural network computing and an operation for locating irises are performed to acquire rotation angle of each input window in the face-like regions. Finally, we provide an upright face detector to determine whether or not the rotated window is a face. Those techniques are integrated into a face detection system. The experiments show that the algorithm is robust to different face sizes and various lighting conditions.
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Interdisciplinary Applications ; Computer Science, Theory & Methods
WOS记录号	WOS:000174117200031
出版者	SPRINGER-VERLAG BERLIN
引用统计	被引频次：9[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/2XEOYT63/13331
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhang, HM
作者单位	1.Harbin Inst Technol, Dept Comp Sci & Engn, Harbin 150001, Peoples R China 2.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Zhang, HM,Zhao, DB,Gao, W,et al. Combining skin color model and neural network for rotation invariant face detection[J]. ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,2000,1948:237-244.
APA	Zhang, HM,Zhao, DB,Gao, W,&Chen, XL.(2000).Combining skin color model and neural network for rotation invariant face detection.ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS,1948,237-244.
MLA	Zhang, HM,et al."Combining skin color model and neural network for rotation invariant face detection".ADVANCES IN MULTIMODAL INTERFACES - ICMI 2000, PROCEEDINGS 1948(2000):237-244.