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A method and device for positioning and tracking on corners of the eyes and mouths of human faces

InactiveCN101216882AImprove synthesis abilitySolve the problem of inaccurate corner positioningCharacter and pattern recognitionFace detectionAngular point
The invention discloses a method for positioning and tracking eye corners and mouth corners of a human face and a device thereof. In the invention, firstly a human face detection algorithm is adopted to obtain a position of the human face; an AAM algorithm is adopted to obtain an affined transformation coefficient for the detected human face and preliminary positions of six corner points of the eyes and the mouth on the human face; AdaBoost training models of all the corner points are combined to search the positions of candidate points in a neighborhood, so as to obtain a certain number of candidate points for each corner point; Harris corner point features of all the corner points are calculated, and the number of the candidate points of all the corner points are reduced according to certain rules; the candidate points of the corner points of the left eye, the right eye and the mouth are respectively combined into pairs; the point pairs are gradually eliminated by adopting a plurality of features, and finally an optimum result is returned. The proposal provided by the embodiment of the invention solves the problem of inaccurate positioning of the corner points of the eyes and the mouth of the human face in all kinds of gestures, and realizes the positioning of outer profiles of the eyes and the mouth of the human face, thereby providing a feasible scheme for driving human face two-dimensional and three-dimensional models.
Owner:VIMICRO CORP
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