DING Shuxue

J-GLOBAL         Last updated: Dec 7, 2018 at 16:24
DING Shuxue
The University of Aizu
School of Computer Sience and Engineering

Published Papers

DC programming for solving a sparse modeling problem of video key frame extraction
Benying Tan, Yujie Li, Shuxue Ding, Incheon Paik, and Atsunori Kanemuraz
Digital Signal Processing   83 214-222   Dec 2018   [Refereed]
Proximal Alternating Minimization for Analysis Dictionary Learning and Convergence Analysis
Zhenni Li, Shuxue Ding, Zuyuan Yang, Shengli Xie
IEEE Transactions on Emerging Topics in Computational Intelligence   2(6) 439-449   Dec 2018   [Refereed]
Accurate Defect Detection in Thin-Wall Structures with Transducer Networks via Outlier Elimination
Xiang Li, Shuxue Ding, and Benying Tan
IEEE Sensors Journal   18(23) 9619-9628   Dec 2018   [Refereed]
Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network
Zhiyang Liu, Chen Cao, Shuxue Ding, Tong Han, Hong Wu, Sheng Liu
IEEE Access   6(1) 57006-57016   Dec 2018   [Refereed]
An Accurate and Efficient Device-Free Localization Approach Based on Sparse Coding in Subspace
Huakun Huang, Haoli Zhao, Xiang Li, Huawei Huang, Shuxue Ding*, Zhenni Li, and Lingjun Zhao
IEEE Access   6(1) 61782-61799   Dec 2018   [Refereed]
Nonnegative Sparse Representation of Signals with a Determinant-Type Sparsity Measure Based on the DC Programming
Benying Tan, Shuxue Ding*, Yujie Li, and Xiang Li
IEEE Access   6(1) 67301-67315   Dec 2018   [Refereed]
Analysis sparse representation for nonnegative signals based on determinant measure by dc programming
Yujie Li, Benying Tan, Atsunori Kanemura, Shuxue Ding, Wuhui Chen
Complexity   2018 1-12   Apr 2018   [Refereed]
Group Sparse Precoding for Cloud-RAN with Multiple User Antennas
Zhiyang Liu, Yingxin Zhao, Hong Wu, Shuxue Ding
Entropy   20(144) 1-15   Feb 2018   [Refereed]
Zhenni Li, Shuxue Ding, Yujie Li, Zuyuan Yang, Shengli Xie, Wuhui Chen
Neural Networks   98(2) 212-222   Feb 2018   [Refereed]
Xiang Li, Shuxue Ding, and Yujie Li
IEEE Sensors Journal   17(21) 7053-7063   Nov 2017   [Refereed]
Sparse Coding Algorithm with Negentropy and Weighted L1-Norm for Signal Reconstruction
Yingxin Zhao, Zhiyang Liu, Yuanyuan Wang, Hong Wu, and Shuxue Ding
Entropy   19(599) 1-11   Nov 2017   [Refereed]
Xiang Li, Shuxue Ding, Zhenni Li, and Benying Tan
IEEE Sensors Journal   17(17) 5599-5608   Sep 2017   [Refereed]
Zhenni Li, Shuxue Ding, Takafumi Hayashi, and Yujie Li
Neurocomputing   239(C) 165-180   May 2017   [Refereed]
Dictionary Learning with the L1/2-regularizer and the Coherence Penalty and Its Convergence Analysis
Zhenni Li, Takafumi Hayashi, Shuxue Ding, and Yujie Li
International Journal of Machine Learning and Cybernetics   9(8) 1351-1364   Mar 2017   [Refereed]
Zhenni Li, Shuxue Ding, Takafumi Hayashi, and Yujie Li
Digital Signal Processing   63(4) 86-99   Jan 2017   [Refereed]
Dictionary Learning with the Cosparse Analysis Model Based on Summation of Blocked Determinants as the Sparseness Measure
Yujie Li, Shuxue Ding, and Zhenni Li
Digital Signal Processing   48(10) 298-309   Oct 2016   [Refereed]
A Family of the Subgradient Algorithm with Several Cosparsity Inducing Functions to the Cosparse Recovery Problem
Guinan Wang, Hongjuan Zhang, Shiwei Yu, and Shuxue Ding
Pattern Recognition Letters   80 64-69   Sep 2016   [Refereed]
parse Electrocardiogram Signals Recovery Based on Solving a Row Echelon-Like Form of System
Pingmei Cai, Guinan Wang, Hongjuan Zhang, Shuxue Ding, and Zikai Wu
IET Systems Biology   10(1) 34-40   Feb 2016   [Refereed]
Nonnegative Dictionary-Learning Algorithm Based on L1 Norm with the Sparse Analysis Model
Yujie Li, Shuxue Ding, Zhenni Li, and Wuhui Chen
Information Engineering Express   1(4) 1-10   Oct 2015   [Refereed]
A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators
Zhenni Li, Shuxue Ding, and Yujie Li
Neural computation   27 1951-1982   Sep 2015   [Refereed]
A Fast Blind Source Separation Algorithm Based on the Temporal Structure of Signals
Hongjuan Zhang, Guinan Wang, Pingmei Cai, Zikai Wu, and Shuxue Ding
Neurocomputing   139(9) 261-271   Sep 2014   [Refereed]
Nonnegative blind source separation by sparse component analysis based on determinant measure
Zuyuan Yang, Yong Xiang, Shengli Xie, Shuxue Ding, and Yue Rong
IEEE Transactions on Neural Networks and Learning Systems   23(10) 1601-1610   Oct 2012   [Refereed]
Blind Spectral Unmixing Based on Sparse Nonnegative Matrix Factorization
Zuyuan Yang, Guoxu Zhou, Shengli Xie, Shuxue Ding
IEEE Transactions on Image Processing   20(4) 1112-1125   Apr 2011   [Refereed]

Research Grants & Projects

1. Research on the source signal recovery and shape image reconstruction from data with incomplete information based on sparse representation
Japan Society for the Promotion of Science: Grants-In-Aid for Scientific Research
Project Year: Apr 2012 - Mar 2015    Investigator(s): DING, Shuxue
Blind source separation based on simultaneous learning of the sparse frame representations for multi sources from their mixtures
Japan Society for the Promotion of Science: Grants-In-Aid for Scientific
Project Year: Apr 2008 - Mar 2011    Investigator(s): DING, Shuxue
3. Research on Real-Time Blind Source Separation and Independent Component Analysis to Convolutive Mixtures of Signals
Japan Society for the Promotion of Science: Grants-In-Aid for Scientific Research
Project Year: Apr 2004 - Mar 2007    Investigator(s): Ding, Shuxue