Guangcan Liu
Guangcan Liu
Professor of Nanjing University of Information Science & Technology
Verified email at cornell.edu - Homepage
TitleCited byYear
Robust recovery of subspace structures by low-rank representation
G Liu, Z Lin, S Yan, J Sun, Y Yu, Y Ma
IEEE transactions on pattern analysis and machine intelligence 35 (1), 171-184, 2012
18222012
Robust subspace segmentation by low-rank representation.
G Liu, Z Lin, Y Yu
ICML 1, 8, 2010
12282010
Latent low-rank representation for subspace segmentation and feature extraction
G Liu, S Yan
2011 International Conference on Computer Vision, 1615-1622, 2011
3762011
Street-to-shop: Cross-scenario clothing retrieval via parts alignment and auxiliary set
S Liu, Z Song, G Liu, C Xu, H Lu, S Yan
2012 IEEE Conference on Computer Vision and Pattern Recognition, 3330-3337, 2012
3092012
Multi-task low-rank affinity pursuit for image segmentation
B Cheng, G Liu, J Wang, Z Huang, S Yan
2011 International Conference on Computer Vision, 2439-2446, 2011
1892011
Saliency detection by multitask sparsity pursuit
C Lang, G Liu, J Yu, S Yan
IEEE Transactions on Image Processing 21 (3), 1327-1338, 2011
1822011
Practical low-rank matrix approximation under robust L< inf> 1</inf>-norm
Y Zheng, G Liu, S Sugimoto, S Yan, M Okutomi
Computer Vision and Pattern Recognition (CVPR), 2012 IEEE Conference on …, 2012
1452012
Inductive robust principal component analysis
BK Bao, G Liu, C Xu, S Yan
IEEE Transactions on Image Processing 21 (8), 3794-3800, 2012
1252012
Low-rank tensor constrained multiview subspace clustering
C Zhang, H Fu, S Liu, G Liu, X Cao
Proceedings of the IEEE international conference on computer vision, 1582-1590, 2015
1092015
Active subspace: Toward scalable low-rank learning
G Liu, S Yan
Neural computation 24 (12), 3371-3394, 2012
682012
Exact subspace segmentation and outlier detection by low-rank representation
G Liu, H Xu, S Yan
Artificial Intelligence and Statistics, 703-711, 2012
642012
Radon representation-based feature descriptor for texture classification
G Liu, Z Lin, Y Yu
IEEE Transactions on Image Processing 18 (5), 921-928, 2009
562009
Blind image deblurring using spectral properties of convolution operators
G Liu, S Chang, Y Ma
IEEE Transactions on image processing 23 (12), 5047-5056, 2014
472014
A deterministic analysis for LRR
G Liu, H Xu, J Tang, Q Liu, S Yan
IEEE transactions on pattern analysis and machine intelligence 38 (3), 417-430, 2015
442015
Blessing of dimensionality: Recovering mixture data via dictionary pursuit
G Liu, Q Liu, P Li
IEEE transactions on pattern analysis and machine intelligence 39 (1), 47-60, 2016
432016
Unsupervised object segmentation with a hybrid graph model (HGM)
G Liu, Z Lin, X Tang, Y Yu
IEEE transactions on pattern Analysis and Machine Intelligence 32 (5), 910-924, 2009
412009
Fast low-rank subspace segmentation
X Zhang, F Sun, G Liu, Y Ma
IEEE Transactions on Knowledge and Data Engineering 26 (5), 1293-1297, 2013
362013
Low-rank matrix completion in the presence of high coherence
G Liu, P Li
IEEE Transactions on Signal Processing 64 (21), 5623-5633, 2016
352016
Multi-output regression on the output manifold
G Liu, Z Lin, Y Yu
Pattern Recognition 42 (11), 2737-2743, 2009
332009
General subspace learning with corrupted training data via graph embedding
BK Bao, G Liu, R Hong, S Yan, C Xu
IEEE Transactions on Image Processing 22 (11), 4380-4393, 2013
292013
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Articles 1–20