17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

Preserving Our Heritage, Enabling Our Future Through Remote Sensing

17 - 22 July, 2022 • Physical: Kuala Lumpur Convention Centre (KLCC), Kuala Lumpur, Malaysia • Hybrid: Online Platform

TH5.V6.2

SELF-SUPERVISED LEARNING HYPERSPECTRAL IMAGE DENOISER WITH SEPARATED SPECTRAL-SPATIAL FEATURE EXTRACTION

Honglin Zhu, Yuntao Qian, Zhejiang University, China; Minchao Ye, China Jiliang University, China; Yi Qiu, Huzhou University, China
Session:
Hyperspectral Techniques Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 6
Presentation Time:
Thu, 21 Jul, 20:05 - 20:20 Malaysia Time (UTC +8)
Thu, 21 Jul, 14:05 - 14:20 Central European Time (UTC +1)
Thu, 21 Jul, 12:05 - 12:20 UTC
Thu, 21 Jul, 08:05 - 08:20 Eastern Time (UTC -5)
Session Chair:
Honglin Zhu, Zhejiang University
Session Manager:
Moon Khiang Chin
Presentation
Discussion
Resources
No resources available.
Session TH5.V6
TH5.V6.1: Quantitative Assessment of DESIS Hyperspectral Data for Plant Biodiversity Estimation in Australia
Yiqing Guo, Karel Mokany, Cindy Ong, Peyman Moghadam, Simon Ferrier, Shaun Levick, Commonwealth Scientific and Industrial Research Organisation, Australia
TH5.V6.2: SELF-SUPERVISED LEARNING HYPERSPECTRAL IMAGE DENOISER WITH SEPARATED SPECTRAL-SPATIAL FEATURE EXTRACTION
Honglin Zhu, Yuntao Qian, Zhejiang University, China; Minchao Ye, China Jiliang University, China; Yi Qiu, Huzhou University, China
TH5.V6.3: REAL-TIME HYPERSPECTRAL ANOMALY DETECTION USING COLLABORATIVE SUPERPIXEL REPRESENTATION WITH BOUNDARY REFINEMENT
Jhao-Ting Lin, Chia-Hsiang Lin, National Cheng Kung University, Taiwan
TH5.V6.4: SINGLE HYPERSPECTRAL IMAGE SUPER-RESOLUTION USING ADMM-ADAM THEORY
Tzu-Hsuan Lin, Chia-Hsiang Lin, National Cheng Kung University, Taiwan
TH5.V6.5: A SELF-SUPERVISED HYPERSPECTRAL IMAGE RESTORATION METHOD BASED ON CONVOLUTIONAL SPARSE CODING AND SUPERPIXEL SEGMENTATION
Zhongshun Jiang, Honglin Zhu, Yuntao Qian, Zhejiang University, China; Yi Qiu, Huzhou University, China
TH5.V6.6: SPECTRAL SUPER-RESOLUTION FOR HYPERSPECTRAL IMAGE RECONSTRUCTION USING DICTIONARY AND MACHINE LEARNING
Swastik Bhattacharya, Kedar Remane, Bruce Kindel, Gongguo Tang, University of Colorado Boulder, United States