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OLP-RPCA

Online Non-convex ℓp-norm Robust PCA

Kha Gia Quach, Chi Nhan Duong, Khoa Luu, Tien D. Bui

Introduction

This is the repository for Online Non-Convex ℓp-norm Robust PCA (OLP-RPCA). This paper is published in Computer Vision and Image Understanding (CVIU) Journal. here.

If you find OLP-RPCA useful for your research, please consider citing

 @article{quach2017non,
    Author = {Quach, Kha Gia and Duong, Chi Nhan and Luu, Khoa and Bui, Tien D},
    Title = {Non-convex online robust PCA: Enhance sparsity via ℓ p-norm minimization},
    Journal = {Computer Vision and Image Understanding},
    Year = {2017},
    Publisher = {Elsevier}
 }

Resources

  1. Video Inpainting results: Dropbox
  2. Real-time Background subtraction results: Dropbox
  3. Code of OLP-RPCA is coming soon!

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Online Non-convex ℓp-norm based Robust PCA

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