Rate-Distortion Efficient Piecewise Planar 3-D Scene Representation From 2-D Images

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Date

2009-03-01

Author

Imre, Evren
Alatan, Abdullah Aydın
Gueduekbay, Ugur

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This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

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In any practical application of the 2-D-to-3-D conversion that involves storage and transmission, representation efficiency has an undisputable importance that is not reflected in the attention the topic received. In order to address this problem, a novel algorithm, which yields efficient 3-D representations in the rate distortion sense, is proposed. The algorithm utilizes two views of a scene to build a mesh-based representation incrementally, via adding new vertices, while minimizing a distortion measure. The experimental results indicate that, in scenes that can be approximated by planes, the proposed algorithm is superior to the dense depth map and, in some practical situations, to the block motion vector-based representations in the rate-distortion sense.

Subject Keywords

Software, Computer Graphics and Computer-Aided Design

URI

https://hdl.handle.net/11511/38277

Journal

IEEE TRANSACTIONS ON IMAGE PROCESSING

DOI

https://doi.org/10.1109/tip.2008.2010071

Collections

Department of Electrical and Electronics Engineering, Article

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Citation Formats

E. Imre, A. A. Alatan, and U. Gueduekbay, “Rate-Distortion Efficient Piecewise Planar 3-D Scene Representation From 2-D Images,” IEEE TRANSACTIONS ON IMAGE PROCESSING, pp. 483–494, 2009, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/38277.