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Depth map extraction based on geometry

by: Difan Zhao, Yannan Ren, Jiande Sun, Wei Liu, Ju Liu
In Southeastcon, 2012 Proceedings of IEEE (March 2012), pp. 1-5, doi:10.1109/secon.2012.6197062  Key: citeulike:11343828

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Abstract

This paper presents a novel depth map generation method based on geometric information. Our method divides a 2d image into two parts-the foreground and the background. Through extracting the predominant lines and vanishing point of the background, the background depth map is determined. Then we use this depth map as a `scalar' to measure the depth value of the foreground object. Finally, the depth map of the foreground and the background are integrated into one depth map by a depth fusion algorithm.


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