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Indoor scene structure analysis for single image depth estimation

Zhuo, Wei; Salzmann, Mathieu; He, Xuming; Liu, Miaomiao


We tackle the problem of single image depth estimation, which, without additional knowledge, suffers from many ambiguities. Unlike previous approaches that only reason locally, we propose to exploit the global structure of the scene to estimate its depth. To this end, we introduce a hierarchical representation of the scene, which models local depth jointly with mid-level and global scene structures. We formulate single image depth estimation as inference in a graphical model whose edges let us...[Show more]

CollectionsANU Research Publications
Date published: 2015
Type: Conference paper
Source: Exemplar Hidden Markov Models for Classification of Facial Expressions in Videos
DOI: 10.1109/CVPR.2015.7298660


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