Coherence Pursuit: Fast, Simple, and Robust Principal Component Analysis
Work
Year: 2017
Type: article
Abstract: This paper presents a remarkably simple, yet powerful, algorithm termed Coherence Pursuit (CoP) to robust Principal Component Analysis (PCA). As inliers lie in a low dimensional subspace and are mostl... more
Authors Mostafa Rahmani, George K. Atia
Institution University of Central Florida
Cites: 80
Cited by: 134
Related to: 10
FWCI: 17.94
Citation percentile (by year/subfield): 99.99
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: bronze
Funder National Science Foundation
Grant ID CCF-1320547