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Facial landmark detection is fundamental for various face-related applications such as interactive avatars on mobile devices. Awareness of detection failure is critical for practical applications because even occasional failures to detect facial landmarks lead to bad user experience. This letter proposes a fast and robust AdaBoost Based Cascade Detector (ABCD) for discerning failures from shape regression...
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