Changjun Zou, Lintao Ye, Vol. 16, No. 9, September 30, 2022
10.3837/tiis.2022.09.003

• super-resolution
• Deeping Learning
• Residual scaling
• Cascade architecture

Jin Wang, Yiming Wu, Shiming He, Pradip Kumar Sharma, Xiaofeng Yu, Osama Alfarraj, Amr Tolba, Vol. 15, No. 11, November 30, 2021
10.3837/tiis.2021.11.011

• Deep Learning
• super-resolution
• Feedback mechanism
• information distillation
• coordinate attention

Yan Liu, Bingxue Lv, Jingwen Wang, Wei Huang, Tiantian Qiu, Yunzhong Chen, Vol. 15, No. 5, May 31, 2021
10.3837/tiis.2021.05.013

• image enhancement
• low-light image
• Retinex model
• image decomposition
• super-resolution

Le Chang, Fan Zhang, Biao Li, Vol. 15, No. 4, April 30, 2021
10.3837/tiis.2021.04.004

• Single Image Super-resolution
• Convolutional neural networks
• information propagation
• U-Net Block

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

Zhensong Wei, Huihui Bai, Yao Zhao, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.007

• super-resolution
• Stage-GAN
• generative adversarial networks
• Semantic maps
• Large scaling factors

Li Zhang, Jingdun Jia, Yue Li, Wanlin Gao, Minjuan Wang, Vol. 13, No. 4, April 29, 2019
10.3837/tiis.2019.04.015

• Classification
• Convolutional Neural Network
• enhanced deep super-resolution
• nutritional disorders
• Identification

Jun Fan, Yue Wu, Xiangrong Zeng, Qizi Huangpeng, Yan Liu, Xin Long, Jinglun Zhou, Vol. 12, No. 5, May 30, 2018
10.3837/tiis.2018.05.025

• Multi-view super-resolution
• Multi-channel blind deblurring
• Alternating direction method of multipliers

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

Jun Fan, Xiangrong Zeng, Qizi Huangpeng, Yan Liu, Xin Long, Jing Feng, Jinglun Zhou, Vol. 10, No. 10, October 30, 2016
10.3837/tiis.2016.10.027

• Multi-view super-resolution
• depth estimation
• graph cuts
• blind deblurring
• ADMM