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Two-dimensional Quaternion PCA and Sparse PCA Journal article
IEEE Transactions on Neural Networks and Learning Systems, 2018,Page: 1 - 15
Authors:  Xiaolin Xiao;  Yicong Zhou
Favorite  |  View/Download:9/0  |  Submit date:2019/03/26
2d-principle Component Analysis (2d-pca)  2d-quaternion Pca (2d-qPca)  2d-quaternion Sparse Pca (2d-qsPca)  Color Face Recognition  Feature Extraction  Partial Occlusions  Qpca  
Correntropy-Based Evolving Fuzzy Neural System Journal article
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018,Volume: 26,Issue: 3,Page: 1324-1338
Authors:  Bao, Rong-Jing;  Rong, Hai-Jun;  Angelov, Plamen P.;  Chen, Badong;  Wong, Pak Kin
Favorite  |  View/Download:24/0  |  Submit date:2018/10/30
Correntropy  Evolving Fuzzy Neural System (Efns)  Mean-square Error (Mse)  Nonlinear System  Steady-state Excess Mean Square Error (Emse)  
Robust Face Hallucination via Locality-Constrained Bi-Layer Representation Journal article
IEEE Transactions on Cybernetics, 2018,Volume: 48,Issue: 4,Page: 1189-1201
Authors:  Liu, Licheng;  Chen, C. L. Philip;  Li, Shutao;  Tang, Yuan Yan;  Chen, Long
Favorite  |  View/Download:24/0  |  Submit date:2018/10/30
Bi-layer Representation  Face Hallucination  Locality-constrained Coding  Robust Coding  
Noise-robust SLIC superpixel for natural images Conference paper
Proceedings - 2016 7th International Conference on Cloud Computing and Big Data, CCBD 2016, Macau, PEOPLES R CHINA, NOV 16-18, 2016
Authors:  Dong L.;  Zhou J.
Favorite  |  View/Download:6/0  |  Submit date:2018/12/22
Noise  Robust  Slic  Superpixel  
Weighted Joint Sparse Representation for Removing Mixed Noise in Image Journal article
IEEE Transactions on Cybernetics, 2017,Volume: 47,Issue: 3,Page: 600-611
Authors:  Liu, Licheng;  Chen, Long;  Chen, C. L. Philip;  Tang, Yuan Yan;  Pun, Chi Man
Favorite  |  View/Download:60/0  |  Submit date:2018/10/30
Greedy Algorithm  Image Denoising  Joint Sparse Representation (Jsr)  Nonlocal Similarity  Weighted Sparse Coding  
Model free feature screening for ultrahigh dimensional data with responses missing at random Journal article
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2017,Volume: 105,Page: 201-216
Authors:  Lai, Peng;  Liu, Yiming;  Liu, Zhi;  Wan, Yi
Favorite  |  View/Download:15/0  |  Submit date:2018/10/30
Ultrahigh Dimensional Data  Missing At Random  Feature Screening  Sure Screening Property  
Fuzzy clustering based traffic pattern identification Conference paper
2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, Vancouver, CANADA, JUL 24-29, 2016
Authors:  Li T.;  Chen L.;  Chen C.L.P.
Favorite  |  View/Download:3/0  |  Submit date:2019/02/11
A robust bi-sparsity model with non-local regularization for mixed noise reduction Journal article
Information Sciences, 2016,Volume: 354,Page: 101-111
Authors:  Chen L.;  Liu L.;  Philip Chen C.L.
Favorite  |  View/Download:6/0  |  Submit date:2019/02/11
Bi-sparsity Model  Mixed Noise Reduction  Non-local Regularization  Sparse Representation  
Normalized Cross-Match: Pattern Discovery Algorithm from Biofeedback Signals Conference paper
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING (PAKDD 2016), Auckland, New Zealand, April 19, 2016
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si;  Robert P. Biuk-Aghai;  Raymond K. Wong;  Athanasios V. Vasilakos
Favorite  |  View/Download:11/0  |  Submit date:2019/02/13
Crossmatch  Ncm  Pattern Discovery  Time-series Streams  
Robust dense reconstruction by range merging based on confidence estimation Journal article
Science China Information Sciences, 2016,Volume: 59,Issue: 9
Authors:  Yadang CHEN;  Chuanyan HAO;  Wen WU;  Enhua WU
Favorite  |  View/Download:11/0  |  Submit date:2018/10/30
3d Reconstruction  Details Loss  Outliers  Range Map  Stereo Matching  Textureless Regions