Seminar LIGM - Distributed modeling of visual perception

The next seminar of the A3SI team of the LIGM (Joint Research Unit of the University Paris Est) will take place on Thursday 1 December from 1.30 pm to 2.30 pm at ESIEE Paris (Room 260).

Distributed modeling of visual perception
Chaohui Wang
UPEM, A3SI, LIGM

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.