Bin Shen

发表

Elastic net regularized dictionary learning for image classification

Qifan Wang, Baodi Liu, Bin Shen, 2016, Multimedia Tools and Applications.

Online robust image alignment via iterative convex optimization

Bin Shen, Haibin Ling, Yi Wu, 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.

Image inpainting via sparse representation

Wei Hu, Bin Shen, Yu-Jin Zhang, 2009, 2009 IEEE International Conference on Acoustics, Speech and Signal Processing.

Instance-Level Label Propagation with Multi-Instance Learning

Chen Sun, Bin Shen, Gal Chechik, 2017, IJCAI.

Semisupervised Nonnegative Matrix Factorization for learning the semantics

Bin Shen, Olzhas Makhambetov, Zhanibek Datbayev, 2012, The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems.

SP-SVM: Large Margin Classifier for Data on Multiple Manifolds

Jan P. Allebach, Yi Fang, Bin Shen, 2015, AAAI.

TISVM: Large margin classifier for misaligned image classification

Jan P. Allebach, Bin Shen, Bao-Di Liu, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Relation among images: Modelling, optimization and applications

Bin Shen, Bin Shen, 2014 .

Binary Codes Embedding for Fast Image Tagging with Incomplete Labels

Luo Si, Liang Li, Bin Shen, 2014, ECCV.

Short-Term Traffic Prediction Based on Dynamic Tensor Completion

Bin Ran, Huachun Tan, Bin Shen, 2016, IEEE Transactions on Intelligent Transportation Systems.

Locality sensitive dictionary learning for image classification

Xue Li, Bin Shen, Bao-Di Liu, 2015, 2015 IEEE International Conference on Image Processing (ICIP).

Short-Term Traffic Flow Prediction Based on Multilinear Analysis and k-Nearest Neighbor Regression

Bin Ran, Huachun Tan, Bin Shen, 2015 .

Class specific subspace learning for collaborative representation

Weifeng Liu, Yanjiang Wang, Bin Shen, 2014, 2014 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation

Zenglin Xu, Rong Jin, Bin Shen, 2015, AAAI.

Non-Negative Matrix Factorization Clustering on Multiple Manifolds

Luo Si, Bin Shen, Luo Si, 2010, AAAI.

Class specific centralized dictionary learning for face recognition

Xue Li, Yanjiang Wang, Bin Shen, 2017, 2016 IEEE 13th International Conference on Signal Processing (ICSP).

Face recognition using class specific dictionary learning for sparse representation and collaborative representation

Xue Li, Yanjiang Wang, Bin Shen, 2016, Neurocomputing.

Learning to Hash on Structured Data

Luo Si, Bin Shen, Qifan Wang, 2015, AAAI.

Piecewise linear dimension reduction for nonnegative data

Jan P. Allebach, Bin Shen, Qifan Wang, 2015, Electronic Imaging.

Visual Tracking via Online Nonnegative Matrix Factorization

Bin Shen, Haibin Ling, Yi Wu, 2014, IEEE Transactions on Circuits and Systems for Video Technology.

Robust nonnegative matrix factorization via L1 norm regularization by multiplicative updating rules

Rongrong Ji, Luo Si, Bin Shen, 2012, 2014 IEEE International Conference on Image Processing (ICIP).

Kernel tapering: A simple and effective approach to sparse kernels for image processing

Zenglin Xu, Jan P. Allebach, Bin Shen, 2014, 2014 IEEE International Conference on Image Processing (ICIP).

Learning dictionary on manifolds for image classification

Bin Shen, Yu-Jin Zhang, Bao-Di Liu, 2013, Pattern Recognit..

A Locality Sensitive Low-Rank Model for Image Tag Completion

Xue Li, Bin Shen, Yu-Jin Zhang, 2016, IEEE Transactions on Multimedia.

Ranking-Preserving Low-Rank Factorization for Image Annotation With Missing Labels

Xue Li, Bin Shen, Yu-Jin Zhang, 2018, IEEE Transactions on Multimedia.

Blockwise coordinate descent schemes for efficient and effective dictionary learning

Xue Li, Yanjiang Wang, Bin Shen, 2016, Neurocomputing.

Blockwise coordinate descent schemes for sparse representation

Yanjiang Wang, Bin Shen, Yu-Jin Zhang, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).