Jinjin Zhang, Ranchen Dai, Yongsheng Tang, Tianming Zhan, Xiaobing Yu, Vol. 19, No. 3, March 31, 2025
10.3837/tiis.2025.03.011

• Hyperspectral Image
• change detection
• multiscale structure
• Dense net
• Attention Mechanism

Fuquan Zhu, Huajun Wang, Liping Yang, Changguo Li, Sen Wang, Vol. 14, No. 8, August 31, 2020
10.3837/tiis.2020.08.008

• hyperspectral image lossless compression
• conventional recursive least squares
• K-Means Clustering
• adaptive band selection
• adaptive predictor selection

Chunming Wu, Meng Wang, Lang Gao, Weijing Song, Tian Tian, Kim-Kwang Raymond Choo, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.006

• Hyperspectral imagery classification
• Convolutional Neural Network
• Principal Component Analysis
• gray-level co-occurrence matrix
• differential Mathematical morphology

Wenqian Dong, Song Xiao, Vol. 13, No. 1, January 31, 2019
10.3837/tiis.2019.01.019

• Hyperspectral image (HSI)
• panchromatic image (PANI)
• guided filter
• adaptive weighted regression
• hyperspectral pansharpening

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

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