Face Detection From Color Images Using a Fuzzy Pattern Matching Method
نویسندگان
چکیده
This paper describes a new method to detect faces in color images based on the fuzzy theory. We make two fuzzy models to describe the skin color and hair color, respectively. In these models, we use a perceptually uniform color space to describe the color information to increase the accuracy and stableness. We use the two models to extract the skin color regions and the hair color regions, and then comparing them with the prebuilt head-shape models by using a fuzzy theory based pattern-matching method to detect face candidates.
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Face Detection from Color Images using a Fuzzy Pattern Matching Method
This paper describes a new method to detect faces in color images based on the fuzzy theory. We make two fuzzy models to describe the skin color and hair color respectively. In these models, we use a perceptually uniform color space to describe the color information to increase the accuracy and stableness. We use the two models to extract the skin color regions and the hair color regions, and t...
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عنوان ژورنال:
- IEEE Trans. Pattern Anal. Mach. Intell.
دوره 21 شماره
صفحات -
تاریخ انتشار 1999