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- W131149131 abstract "In this chapter we introduce concepts and algorithms of shape- and texture-based deformable models — more specifically Active Shape Models (ASMs), Active Appearance Models (AAMs), and Morphable Models — for facial image analysis. Such models, learned from training examples, allow admissible deformations under statistical constraints on the shape and/or texture of the pattern of interests. As such, the deformation is in accordance with the specific constraints on the pattern. Based on analysis of problems with the standard ASM and AAM, we further describe enhanced models and algorithms, namely Direct Appearance Models (DAMs) and a Texture-ConstrainedASM(TC-ASM), for improved fitting of shapes and textures. A method is also described for evaluation of goodness of fit using an ASM. Experimental results are provided to compare different methods." @default.
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- W131149131 date "2007-01-01" @default.
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- W131149131 title "Shape And Texture-Based Deformable Models For Facial Image Analysis" @default.
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- W131149131 doi "https://doi.org/10.1007/978-0-387-68413-0_4" @default.
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