Article ID Journal Published Year Pages File Type
537467 Signal Processing: Image Communication 2015 11 Pages PDF
Abstract

•Feature Binding (FB) in the field of pattern recognition is proposed.•FB increases accuracy of face detection.•FB is effective for the obscured face.•FB has a good adaptability for varieties of features.

A face detection and location method based on Feature Binding (FB) is proposed in this paper. The features used for face detection and location are classified and bound into groups. The information of each group is extracted separately during face detection. Through the combination with the constraint relationship, the precise location of the face in the image could be identified by confidence coefficients of all groups. Experimental results show that this proposed method can improve the accuracy rate obviously and has good detection effect on obscured faces. Besides, FB can be good to adapt to varieties of features.

Related Topics
Physical Sciences and Engineering Computer Science Computer Vision and Pattern Recognition
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