Low-rank matrix decomposition in L1-norm by dynamic systems

Author:

Liu Yiguang,Liu Bingbing,Pu Yifei,Chen Xiaohui,Cheng Hong

Publisher

Elsevier BV

Subject

Computer Vision and Pattern Recognition,Signal Processing

Reference25 articles.

1. k-NS: a classifier by the distance to the nearest subspace;Liu;IEEE Trans. Neural Networks,2011

2. Low-rank matrix fitting based on subspace perturbation analysis with applications to structure from motion;Jia;IEEE Trans. Pattern Anal. Mach. Intell.,2009

3. Shape and motion from image streams under orthography: a factorization method;Tomasi;Int. J. Comput. Vis.,1992

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5. Power factorization: 3D reconstruction with missing or uncertain data;Hartley,2003

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1. General, Nested, and Constrained Wiberg Minimization;IEEE Transactions on Pattern Analysis and Machine Intelligence;2016-09-01

2. L_1-Norm Low-Rank Matrix Decomposition by Neural Networks and Mollifiers;IEEE Transactions on Neural Networks and Learning Systems;2016-02

3. A Random Algorithm for Low-Rank Decomposition of Large-Scale Matrices With Missing Entries;IEEE Transactions on Image Processing;2015-11

4. Coarse-to-fine outlier correction with applications in structure from motion;Signal Processing: Image Communication;2015-09

5. An Effective Multiview Stereo Method for Uncalibrated Images;Communications in Computer and Information Science;2015

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