Ding Shuxue | Researcher Information

2012 - 2015 1. Research on the source signal recovery and shape image reconstruction from data with incomplete information based on sparse representation
2008 - 2011 Blind source separation based on simultaneous learning of the sparse frame representations for multi sources from their mixtures
2004 - 2007 3. Research on Real-Time Blind Source Separation and Independent Component Analysis to Convolutive Mixtures of Signals

Benying Tan, Yujie Li, Shuxue Ding, Incheon Paik, Atsunori Kanemuraz. DC programming for solving a sparse modeling problem of video key frame extraction. Digital Signal Processing. 2018. 83. 214-222
Zhenni Li, Shuxue Ding, Zuyuan Yang, Shengli Xie. Proximal Alternating Minimization for Analysis Dictionary Learning and Convergence Analysis. IEEE Transactions on Emerging Topics in Computational Intelligence. 2018. 2. 6. 439-449
Xiang Li, Shuxue Ding, Benying Tan. Accurate Defect Detection in Thin-Wall Structures with Transducer Networks via Outlier Elimination. IEEE Sensors Journal. 2018. 18. 23. 9619-9628
Zhiyang Liu, Chen Cao, Shuxue Ding, Tong Han, Hong Wu, Sheng Liu. Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network. IEEE Access. 2018. 6. 1. 57006-57016
Huakun Huang, Haoli Zhao, Xiang Li, Huawei Huang, Shuxue Ding, Zhenni Li, Lingjun Zhao. An Accurate and Efficient Device-Free Localization Approach Based on Sparse Coding in Subspace. IEEE Access. 2018. 6. 1. 61782-61799

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Sparse Representations of Images Via Overcomplete Dictionary Learned by Adaptive Non-Orthogonal Sparsifying Transform
(The 3rd International Conference on Intelligent Networks and Intelligent Systems (ICINIS 2010) 2010)
Blind Source Separation by Nonnegative Matrix Factorization with Minimum-Volume Constraint
(2010 International Conference on Intelligent Control and Information Processing (ICICIP2010) 2010)
An Iterative Algorithm for Joint Beamforming and DoA Estimation
(The 19th Intelligent System Symposium and The 1st International Workshop on Aware Computing 2009)
A “Decision and Re-solving” Beamformer for the PAM Communication System
(International Conference on Innovative Computing, Information and Control 2008 2008)
The Time-Reversal Acoustics in Ergodic Cavity: Some Simulation and Experiment Results
(Technical Report of IEICE, SP2007-23 (2007-06) 2007)

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理学博士 (東京工業大学)

The Acoustical Society of America (ASA) , The Association for Computing Machinery (ACM) , 電気情報通信学会 , IEEE Signal Processing Society , Institute of Electrical and Electronics Engineers (IEEE)