Rui Gao, Deqiang Cheng, Jie Yao, Liangliang Chen, Vol. 14, No. 9, September 30, 2020
10.3837/tiis.2020.09.010

• super-resolution
• gradient domain guided image filter
• low-rank representation
• sparse representation

Xiaole Ma, Shaohai Hu, Dongsheng Yang, Vol. 13, No. 7, July 30, 2019
10.3837/tiis.2019.07.016

• sparse representation
• residual image
• shearlet transform
• Image fusion
• SAR image de-noising

Xin Wang, Lingling Xu, Chen Ning, Vol. 13, No. 3, March 30, 2019
10.3837/tiis.2019.03.020

• Infrared
• pedestrian tracking
• sparse representation
• multiple features

Haifeng Sima, Aizhong Mi, Xue Han, Shouheng Du, Zhiheng Wang, Jianfang Wang, Vol. 12, No. 10, October 30, 2018
10.3837/tiis.2018.10.021

• Hyperspectral image classification
• Multi-layer superpixels
• Joint sparse representation
• Discriminative optimization sampling
• Reconstruction matrix

Yongwoo Lee, Toan Duc Bui, Jitae Shin, Byung Tae Oh, Vol. 12, No. 8, August 30, 2018
10.3837/tiis.2018.08.018

• Neural Network
• noise detector
• Denoising
• impulse noise
• sparse representation

Jia Wen, Lei Geng, Cailing Wang, Vol. 12, No. 7, July 30, 2018
10.3837/tiis.2018.07.019

• IHI (interference hyperspectral images)
• split Bregman iteration
• sparse representation
• total variation

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

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