Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and
Applications

Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications

4 March 2015

Jean-Charles Bazin

In So Kweon

Papers citing "Partial Sum Minimization of Singular Values in Robust PCA: Algorithm and Applications"

10 / 10 papers shown

Title
ALPCAH: Subspace Learning for Sample-wise Heteroscedastic Data Javier Salazar Cavazos Jeffrey A. Fessler Laura Balzano 31 2 0 12 May 2025
Quaternion Infrared Visible Image Fusion Weihua Yang Yicong Zhou 27 0 0 05 May 2025
"Sparse + Low-Rank'' Tensor Completion Approach for Recovering Images and Videos Chenjian Pan C. Ling Hongjin He Liqun Qi Yanwei Xu 16 2 0 18 Oct 2021
Hyperspectral Image Denoising via Global Spatial-Spectral Total Variation Regularized Nonconvex Local Low-Rank Tensor Approximation Haijin Zeng Xiaozhen Xie J. Ning 50 48 0 30 May 2020
Multi-band Weighted $l_p$ Norm Minimization for Image Denoising Yanchi Su Zhanshan Li Haihong Yu Zeyu Wang 25 0 0 14 Jan 2019
Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm Tai-Xiang Jiang Tingzhu Huang Xile Zhao Liang-Jian Deng 26 106 0 15 Dec 2017
Informed Non-convex Robust Principal Component Analysis with Features Niannan Xue Jiankang Deng Yannis Panagakis S. Zafeiriou 13 7 0 14 Sep 2017
Solving Uncalibrated Photometric Stereo Using Fewer Images by Jointly Optimizing Low-rank Matrix Completion and Integrability Soumyadip Sengupta Hao Zhou Walter Forkel Ronen Basri Tom Goldstein David Jacobs 16 9 0 02 Feb 2017
Subspace clustering based on low rank representation and weighted nuclear norm minimization Yu Song Yiquan Wu 16 2 0 12 Oct 2016
Convex Sparse Matrix Factorizations Francis R. Bach Julien Mairal Jean Ponce 142 143 0 10 Dec 2008