Concepedia

Yigang Peng

YP

8

Publications

3K

Citations

8

H-Index

2009

Active since

Affiliations

Tsinghua University(Current)

National Computer Network Emergency Response Technical Team/Coordination Center of Chinar

University of Illinois Urbana-Champaign

University Town of Shenzhen

Yigang Peng is an author at Tsinghua University specializing in engineering, pattern recognition, and image analysis.

Top concepts

EngineeringImage AnalysisPattern RecognitionMachine VisionComputer VisionInverse ProblemsData ScienceComputer ScienceSignal ProcessingImage Registration

Publications per year

2009–2015

8

Publications

8

Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Matrices via Convex Optimization

John Wright, Arvind Ganesh, Shankar Rao et al. · IDEALS (University of Illinois Urbana-Champaign) · 2009 · 1.4K citations · Full text

RASL: Robust Alignment by Sparse and Low-Rank Decomposition for Linearly Correlated Images

Yigang Peng, Arvind Ganesh, John Wright et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2012 · 842 citations

Engineering, Realistic Misalignments, Robust Feature +22

DeepFish: Accurate underwater live fish recognition with a deep architecture

Hongwei Qin, Xiu Li, Jian Liang et al. · Neurocomputing · 2015 · 255 citations

Image Classification, Convolutional Neural Network, Image Analysis +12

RASL: Robust alignment by sparse and low-rank decomposition for linearly correlated images

Yigang Peng, Arvind Ganesh, John Wright et al. · 2010 · 245 citations

Engineering, Realistic Misalignments, Robust Feature +18

Reweighted Low-Rank Matrix Recovery and its Application in Image Restoration

Yigang Peng, Jinli Suo, Qionghai Dai et al. · IEEE Transactions on Cybernetics · 2014 · 124 citations

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