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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Veröffentlicht in:	IEEE journal of selected topics in signal processing Jg. 6; H. 5; S. 566 - 582
Hauptverfasser:	Deng, Yue, Liu, Yebin, Dai, Qionghai, Zhang, Zengke, Wang, Yao
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.09.2012
Schlagworte:	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-Zugang:	Volltext
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