Canyi Lu

Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm

Canyi Lu, Jiashi Feng, Yudong Chen et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2019 · 1.1K citations

Mathematical Programming, Trpca Model, Sparse Representation +15

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

Canyi Lu, Jiashi Feng, Yudong Chen et al. · 2016 · 535 citations

Spectral Theory, Mathematical Programming, Sparse Representation +14

Subspace Clustering by Block Diagonal Representation

Canyi Lu, Jiashi Feng, Zhouchen Lin et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 459 citations

Many Subspace, Sparse Representation, Engineering +13

Cross-Modal Retrieval With CNN Visual Features: A New Baseline

Yunchao Wei, Yao Zhao, Canyi Lu et al. · IEEE Transactions on Cybernetics · 2016 · 382 citations

Convolutional Neural Network, Machine Vision, Machine Learning +13

Tensor Factorization for Low-Rank Tensor Completion

Pan Zhou, Canyi Lu, Zhouchen Lin et al. · IEEE Transactions on Image Processing · 2017 · 342 citations

Engineering, Machine Learning, Smaller Tensors +16