Occlusion-Aware 3D Morphable Models and an Illumination Prior for Face Image Analysis

Published: 31/01/2018
Occlusion-Aware 3D Morphable Models and an Illumination Prior for Face Image Analysis
Source: LINK.SPRINGER.COM

Abstract Faces in natural images are often occluded by a variety of objects. We propose a fully automated, probabilistic and occlusion-aware 3D morphable face model adaptation framework following an analysis-by-synthesis setup. The key idea is to segment the image into regions explained by separate models. Our framework includes a 3D morphable face model, a prototype-based beard model and a simple

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