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

Xiucai Ding, Xianyi Chen, Mengling Zou, Guangxing Zhang, Vol. 14, No. 6, June 30, 2020
10.3837/tiis.2020.06.017

• Matrix denoising
• random matrix theory
• adaptive sparse singular value decomposition (ASSVD)
• anisotropic Marchenko-Pastur law.

Shufang Li, Zhengping Hu, Mengyao Zhao, Vol. 14, No. 5, May 31, 2020
10.3837/tiis.2020.05.015

• Object Detection
• sparse approximation
• sparse coding migration
• background modeling
• moving camera

Hemn Barzan Abdalla, Awder Mohammed Ahmed, M. A. Al Sibahee, Vol. 14, No. 5, May 31, 2020
10.3837/tiis.2020.05.002

• Big data indexing
• MapReduce
• Sparse FCM
• retrieval
• Data Clustering

Huanan Yu, Yongxin Li, Yao Du, Vol. 14, No. 1, January 31, 2020
10.3837/tiis.2020.01.004

• Synchronous phasor measurement
• dynamic conditional compressive sensing
• Taylor Series
• sparse decomposition

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

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

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

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