IEEE GRSS
First Slide
2026 IEEE International Geoscience and Remote Sensing Symposium
9 - 14 August 2026 • Washington, D.C.
WE4.R13: Unmixing Analysis
Wednesday, 12 August, 16:15 - 17:30
Location: Georgetown West
Session Type: Oral
Track: Theory and Techniques
Wed, 12 Aug, 16:15 - 16:30

WE4.R13.1: HYPERSPECTRAL UNMIXING ALGORITHMS WITH EXPLAINABILITY: AN ASSESSMENT OF GEOMETRIC AND DEEP LEARNING METHODS
Utkarsh Anshu Gupta, Air India, India; Soumyashree Kar, Indian Institute of Technology, Bombay, India
Wed, 12 Aug, 16:30 - 16:45

WE4.R13.2: A Dual-Attention Hyperspectral Unmixing Network Based on CNN and Swin Transformer
Jiande Zhu, Yufei Liu, School of Communication Engineering, Hangzhou Dianzi University, China; Lei Zhang, School of Computer Science, Northwestern Polytechnical University, China; Na Liu, Xian Zuo, School of Communication Engineering, Hangzhou Dianzi University, China; Zongpeng Li, School of Automation, Hangzhou Dianzi University, China; Shaowei Jiang, School of Communication Engineering, Hangzhou Dianzi University, China
Wed, 12 Aug, 16:45 - 17:00

WE4.R13.3: A DEEP EQUILIBRIUM NETWORK FOR HYPERSPECTRAL UNMIXING
Chentong Wang, Jincheng Gao, Fei Zhu, Tianjin University, China; Jie Chen, Northwestern Polytechnical University, China
Wed, 12 Aug, 17:00 - 17:15

WE4.R13.4: Sub-Pixel Activity Monitoring in Landsat via Temporal Spectral Complexity
Nicholas Chiaratti, David Messinger, Rochester Institute of Technology, United States