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Low-Rank Modeling and Its Applications in Image Analysis

15 January 2014

Papers citing "Low-Rank Modeling and Its Applications in Image Analysis"

26 / 26 papers shown

Title
Clustering-based Low-Rank Matrix Approximation: An Adaptive Theoretical Analysis with Application to Data Compression Sisipho Hamlomo M. Atemkeng 60 0 0 13 May 2025
Computational Efficient and Minimax Optimal Nonignorable Matrix Completion Yuanhong A Guoyu Zhang Yongcheng Zeng Bo Zhang 84 0 0 05 Apr 2025
Laser: Efficient Language-Guided Segmentation in Neural Radiance Fields Xingyu Miao Haoran Duan Yang Bai Tejal Shah Jun Song Yang Long R. Ranjan Ling Shao 156 5 0 31 Jan 2025
A method of using RSVD in residual calculation of LowBit GEMM Hongyaoxing Gu MQ 99 0 0 27 Sep 2024
Segment Anything for Videos: A Systematic Survey Chunhui Zhang Yawen Cui Weilin Lin Guanjie Huang Yan Rong Li Liu Shiguang Shan VLM 86 8 0 31 Jul 2024
Matrix Compression via Randomized Low Rank and Low Precision Factorization R. Saha Varun Srivastava Mert Pilanci 85 23 0 17 Oct 2023
Detect Any Deepfakes: Segment Anything Meets Face Forgery Detection and Localization Ying-Hsiu Lai Zhiming Luo Zitong Yu CVBM 85 21 0 29 Jun 2023
MFAI: A Scalable Bayesian Matrix Factorization Approach to Leveraging Auxiliary Information Zhiwei Wang Fa Zhang Conghui Zheng Xianghong Hu Mingxuan Cai Can Yang 43 1 0 05 Mar 2023
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 195 707 0 24 Jan 2022
Accurate and fast matrix factorization for low-rank learning R. Godaz R. Monsefi F. Toutounian Reshad Hosseini 11 0 0 21 Apr 2021
Multi-Slice Low-Rank Tensor Decomposition Based Multi-Atlas Segmentation: Application to Automatic Pathological Liver CT Segmentation Changfa Shi Min Xian Xiancheng Zhou Haotian Wang Heng-Da Cheng 64 19 0 24 Feb 2021
$Column $\ell_{2,0}$-norm regularized factorization model of low-rank matrix recovery and its computation$ Column $\ell_{2,0}$ -norm regularized factorization model of low-rank matrix recovery and its computation Ting Tao Yitian Qian S. Pan 42 2 0 24 Aug 2020
From Symmetry to Geometry: Tractable Nonconvex Problems Yuqian Zhang Qing Qu John N. Wright 87 45 0 14 Jul 2020
Low-rank matrix completion and denoising under Poisson noise Andrew D. McRae Mark A. Davenport 58 19 0 11 Jul 2019
Low Rank Regularization: A Review Zhanxuan Hu Feiping Nie Rong Wang Xuelong Li 60 81 0 14 Aug 2018
Fast Singular Value Shrinkage with Chebyshev Polynomial Approximation Based on Signal Sparsity Masaki Onuki Shunsuke Ono K. Shirai Yuichi Tanaka 140 10 0 19 May 2017
A Non-monotone Alternating Updating Method for A Class of Matrix Factorization Problems Lei Yang Ting Kei Pong Xiaojun Chen 35 9 0 18 May 2017
Reweighted Low-Rank Tensor Completion and its Applications in Video Recovery B. M S. N. George 39 3 0 18 Nov 2016
Reweighted Low-Rank Tensor Decomposition based on t-SVD and its Applications in Video Denoising M. Baburaj S. N. George 18 4 0 18 Nov 2016
Streaming Applications on Heterogeneous Platforms Zhaokui Li Jianbin Fang T. Tang Xuhao Chen Canqun Yang 13 6 0 10 Aug 2016
Improved Sparse Low-Rank Matrix Estimation Ankit Parekh I. Selesnick 98 46 0 29 Apr 2016
Non-linear Dimensionality Regularizer for Solving Inverse Problems Ravi Garg Anders P. Eriksson Ian Reid 48 8 0 16 Mar 2016
Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset T. Bouwmans A. Sobral S. Javed Soon Ki Jung E. Zahzah 99 332 0 04 Nov 2015
Moving Object Detection in Video Using Saliency Map and Subspace Learning Yanwei Pang Li Ye Xuelong Li Jing Pan 139 4 0 30 Sep 2015
Robust Rotation Synchronization via Low-rank and Sparse Matrix Decomposition F. Arrigoni Andrea Fusiello B. Rossi P. Fragneto 47 21 0 22 May 2015
RPCA-KFE: Key Frame Extraction for Consumer Video based Robust Principal Component Analysis Chinh T. Dang Abdolreza Moghadam H. Radha 57 55 0 07 May 2014