Method for Localization of Human Faces in Color- Based Face Detectors and Trackers
نویسنده
چکیده
This paper is devoted to problem of face localization in color images, more particularly, to the task of grouping pixels with high skin probability to form possible face candidate regions. Using connected components analysis for pixels grouping has a significant drawback, for the noise of skin color detection and non-face skin-colored objects can form connected regions of skin pixels with vividly not face-like shape. Two methods for extracting ellipse-shaped skin regions are described, both capable of successfully finding faces on images with considerable noise and in presence of other skin-colored objects.
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