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Séminaire A3SI - Chaohui Wang
Séminaire A3SI - Chaohui Wang
1-déc.-2016 14:00
Il y a: 180 days

Distributed modeling of visual perception

Chaohui Wang - UPEM, A3SI, LIGM

ESIEE building (room 260, see - 14h-15h

Abstract: Distributed modeling, which formulates the problem of interest via a sum of energy terms each involving a small subset of variables, is one main methodology for addressing visual perception problems. We have been investigating such a methodology, particularly in the contexts of joint modeling for complementary tasks, 3D shape matching and inference, and developed distributed models for several important 2D, 2.5D, 3D, 2D-3D visual perception problems, including object detection, segmentation, tracking, 3D shape matching, 3D scene/surface inference and illumination estimation, etc. Recently, following the success of deep modeling in related research fields, we have been exploring the deep-learning-based techniques within the distributed modeling methodology for addressing challenging problems like occlusion boundary detection. In this talk, I will present the related research via several representative works.

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