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An open question in facial landmark localization in video is whether one should perform tracking or tracking-by-detection (i.e. face alignment). Tracking produces fittings of high accuracy but is prone to drifting. Tracking-by-detection is drift-free but results in low accuracy fittings. To provide a solution to this problem, we describe the very first, to the best of our knowledge, synergistic approach...
Although conventional Active Shape Model (ASM) and Active Appearance Model (AAM) based approaches have achieved some success, however, evidence suggests that the performance of a person-specific face alignment which aligns the variation in appearance of a single person across pose, illumination, and expression is substantially better than the performance of generic face alignment which aligns the...
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