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Decomposing a Scene into Geometric and Semantically Consistent Regions

Gould, Stephen; Fulton, Richard; Koller, Daphne

Description

High-level, or holistic, scene understanding involves reasoning about objects, regions, and the 3D relationships between them. This requires a representation above the level of pixels that can be endowed with high-level attributes such as class of object/region, its orientation, and (rough 3D) location within the scene. Towards this goal, we propose a region-based model which combines appearance and scene geometry to automatically decompose a scene into semantically meaningful regions. Our...[Show more]

CollectionsANU Research Publications
Date published: 2009
Type: Conference paper
URI: http://hdl.handle.net/1885/58431
Source: Proceedings of IEEE International Conference on Computer Vision (ICCV 2009)
DOI: 10.1109/ICCV.2009.5459211

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