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Labeling Algorithm for Face Detection Using Skin and Hair Characteristics 被引量:1

Labeling Algorithm for Face Detection Using Skin and Hair Characteristics
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摘要 This research presents an algorithm for face detection based on color images using three main components: skin color characteristics, hair color characteristics, and a decision structure which converts the obtained information from skin and hair regions to labels for identifying the object dependencies and rejecting many of the incorrect decisions. Here we use face color characteristics that have a good resistance against the face rotations and expressions. This algorithm is also capable of being combined with other methods of face recognition in each stage to improve the detection. This research presents an algorithm for face detection based on color images using three main components: skin color characteristics, hair color characteristics, and a decision structure which converts the obtained information from skin and hair regions to labels for identifying the object dependencies and rejecting many of the incorrect decisions. Here we use face color characteristics that have a good resistance against the face rotations and expressions. This algorithm is also capable of being combined with other methods of face recognition in each stage to improve the detection.
出处 《Journal of Electronic Science and Technology》 CAS 2012年第2期135-141,共7页 电子科技学刊(英文版)
关键词 Edge detection hair region LABEL object dependencies skin region threshold. Edge detection, hair region, label, object dependencies, skin region, threshold.
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