1. Depth-based segmentation
- Author
-
Francois, Edouard and Chupeau, Bertrand
- Subjects
Image coding -- Research ,Image processing -- Research ,Business ,Computers ,Electronics ,Electronics and electrical industries - Abstract
The tool presented in this paper performs an automatic segmentation of stereoscopic image sequences, based on the modeling of distance maps obtained by image processing. Two three-dimensional (3-D) image analysis algorithms are combined: i) estimation of dense depth maps from stereoscopic image sequences and ii) depth-based object segmentation. A Markovian statistical approach for such a segmentation of a dense depth map into arbitrarily shaped and oriented planar surfaces is described in detail. The simulation results on sequences 'Fun fair' and 'Tunnel,' provided on video tape to the MPEG-4 tests of November 1995, are discussed. Index Terms - Binocular disparity, depth-based segmentation, depth estimation, Markovian statistical approach, object-based segmentation.
- Published
- 1997