Jing Zhou, Tianjiang Wang, Vol. 13, No. 12, December 31, 2019
10.3837/tiis.2019.12.013

• scale normalization
• improved iterative step sizes
• improved iterative rules
• threshold sparse
• Facial Feature Extraction
• ASNMF method

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

Zhikai Zong, Aili Han, Qing Gong, Vol. 13, No. 3, March 30, 2019
10.3837/tiis.2019.03.016

• Cross-media retrieval
• semi-supervised regularization
• L2
• q norm
• sparse regularization

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

Chen Wang, Yong Fang, Vol. 12, No. 10, October 30, 2018
10.3837/tiis.2018.10.012

• channel estimation
• non-convex optimization
• Majorization-Minimization method
• prior information
• particle filer
• sparse signal recovery

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

Xingjian Gu, Xiangbo Shu, Shougang Ren, Huanliang Xu, Vol. 12, No. 7, July 30, 2018
10.3837/tiis.2018.07.012

• sparse projection
• slow feature discriminant analysis
• feature extraction
• L2
• 1 norm

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

Dan Zhao, Baolong Guo, Yunyi Yan, Vol. 12, No. 6, June 29, 2018
10.3837/tiis.2018.06.020

• Neural Network
• Unsupervised learning
• sparse feature
• Classification