Noisy Depth Maps Fusion for Multiview Stereo Via Matrix Completion

This paper introduces a general framework to fuse noisy point clouds from multiview images of the same object. We solve this classical vision problem using a newly emerging signal processing technique known as matrix completion. With this framework, we construct the initial incomplete matrix from th...

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Bibliographic Details

Published in:	IEEE journal of selected topics in signal processing Vol. 6; no. 5; pp. 566 - 582
Main Authors:	Deng, Yue, Liu, Yebin, Dai, Qionghai, Zhang, Zengke, Wang, Yao
Format:	Journal Article
Language:	English
Published:	IEEE 01.09.2012
Subjects:	Cameras Compressive sensing Estimation fusion matrix completion multiview stereo (MVS) Noise Noise measurement point cloud Robustness Three dimensional displays Vectors
ISSN:	1932-4553, 1941-0484
Online Access:	Get full text
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