Saadat Dehgan, Changiz Ghobadi, Javad Nourinia, Jie Yang, Guan Gui, Ehsan Mostafapour, Vol. 12, No. 3, March 30, 2018
10.3837/tiis.2018.03.004

• channel estimation
• Sparse
• Non-Stationary
• Adaptive algorithms
• Variable threshold.

Xin Wang, Lingling Xu, Yuzhen Zhang, Chen Ning, Vol. 11, No. 10, October 30, 2017
10.3837/tiis.2017.10.017

• Infrared
• target detection
• local sparse representation
• contrast

Minghua Wan, Zhihui Lai, Vol. 11, No. 7, July 30, 2017
10.3837/tiis.2017.07.016

• feature extraction
• Principal component analysis (PCA)
• Locally linear embedding (LLE)
• Sparse constraint
• Lasso regression

Kang Qiu, Benshun Yi, Weizhong Li, Taiqi Huang, Vol. 11, No. 5, May 30, 2017
10.3837/tiis.2017.05.013

• single imaeg super resolution
• hierarchical regression
• clustering
• Sparse coding
• Dictionary learning

Lei Quan, Song Xiao, Xiao Xue, Cunbo Lu, Vol. 11, No. 5, May 30, 2017
10.3837/tiis.2017.05.009

• Compressive sensing
• Sparse Matrix
• Semi-deterministic
• low complexity
• Kronecker product

Yiling Shen, Ningzhong Liu, Han Sun, Vol. 11, No. 4, April 29, 2017
10.3837/tiis.2017.04.016

• Two-dimensional bar code
• super-resolution
• sparse representation
• texture feature

Liping Wang, Xiao Zhou, Chengyou Wang, Baochen Jiang, Vol. 11, No. 3, March 30, 2017
10.3837/tiis.2017.03.025

• Image deblocking
• sparse representation
• adaptive residual threshold
• orthogonal matching pursuit (OMP)
• human visual system (HVS)

Bin Gao, Peng Lan, Xiaoming Chen, Li Zhang, Fenggang Sun, Vol. 10, No. 6, June 29, 2016
10.3837/tiis.2016.06.016

• Compressive sensing
• sparse representation
• split Bregman method
• accelerated split Bregman method
• Image restoration

Wei Huang, Xiaohui Wang, Yinghui Zhu, Gengzhong Zheng, Vol. 10, No. 6, June 29, 2016
10.3837/tiis.2016.06.014

• Kernel PCA
• sparse representation
• Collaborative Representation
• Small Sample Size Problem
• Face Recognition

Anzhong Hu, Vol. 10, No. 5, May 30, 2016
10.3837/tiis.2016.05.009

• Millimeter-wave (mm-wave)
• multiple-input multiple-output (MIMO)
• channel estimation
• Sparse
• beamspace