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Scholars Hub of the Academia Sinica
Research Outputs
Browsing by Author
Sung-Hsien Hsieh
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Showing results 1 to 13 of 13
Issue Date
Title
Author(s)
Relation
scopus
WOS
Fulltext/Archive link
2014
2D Sparse Dictionary Learning via Tensor Decomposition
Sung-Hsien Hsieh; Chun-Shien Lu; Soo-Chang Pei
2018
A Secure Compressive Sensing-based Data Gathering System via Cloud Assistance
Sung-Hsien Hsieh; Tsung-Hsuan Hung; Chun-Shien Lu; Yu-Chi Chen; Soo-Chang Pei
IEEE Access 6, 31840-31853
2017
An iterative Convex Optimization Solver with Side Information for Joint-Sparse Signal Recovery
Shih-Wei Hu; Sung-Hsien Hsieh; Gang-Xuan Lin; Chun-Shien Lu
2018
Compressive Sensing Matrix Design for Fast Encoding and Decoding via Sparse FFT
Sung-Hsien Hsieh; Chun-Shien Lu; Soo-Chang Pei
IEEE Signal Processing Letters 25(4), 591-595
2017
Distributed Compressive Sensing: Performance Analysis with Diverse Signal Ensembles
Sung-Hsien Hsieh; Wei-Jie; Liang; Chun-Shien Lu; Soo-Chang Pei
2016
Fast and Cost-Effective Greedy Algorithm for Compressive Sensing of Large-Scale Signals
Sung-Hsien Hsieh; Chun-Shien Lu; Soo-Chang Pei
2016
Fast Binary Embedding via Circulant Downsampled Matrix
Sung-Hsien Hsieh; Chun-Shien Lu; Soo-Chang Pei
2018
Fast Computing Maxima of Circulant Convolution
Sung-Hsien Hsieh; Chun-Shien Lu; Soo-Chang Pei
Digital Signal Processing 83, 83-97
2020
Greedy Algorithms for Hybrid Compressed Sensing
Ching-Lun Tai; Sung-Hsien Hsieh; Chun-Shien Lu
IEEE Signal Processing Letters 27, 2059-2063
2018
Performance Analysis of Joint-Sparse Recovery from Multiple Measurement Vectors via Convex Optimization: Which Prior Information is Better?
Shih-Wei Hu; Gang-Xuan Lin; Sung-Hsien Hsieh; Chun-Shien Lu
IEEE Access 6, 3739-3754
2015
Phase Transition of Joint-Sparse Recovery from Multiple Measurements via Convex Optimization
Shih-Wei Hu; Gang-Xuan Lin; Sung-Hsien Hsieh; Chun-Shien Lu
2015
Privacy-Preserving Data Collection and Recovery of Compressive Sensing
Tsung-Hsuan Hung; Sung-Hsien Hsieh; Chun-Shien Lu
2018
Simple Deep Learning Network via Tensor-Train Haar Wavelet Decomposition Without Retraining
Wei-Chih Huang; Sung-Hsien Hsieh; Chun-Shien Lu; Soo-Chang Pei
