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

WE5.V5.2

SPATIAL-SPECTRAL CONTRASTIVE LEARNING FOR HYPERSPECTRAL IMAGE CLASSIFICATION

Peiyan Guan, Edmund Y. Lam, University of Hong Kong, Hong Kong SAR China
Session:
Hyperspectral Image Classification I Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 5
Presentation Time:
Wed, 20 Jul, 20:05 - 20:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:05 - 14:20 Central European Time (UTC +1)
Wed, 20 Jul, 12:05 - 12:20 UTC
Wed, 20 Jul, 08:05 - 08:20 Eastern Time (UTC -5)
Session Co-Chairs:
Mercedes E. Paoletti, Complutense University of Madrid and Mohsen Ansari, School of Surveying and Geospatial Engineering, College of Eng., U. of Tehran, Tehran, Iran
Session Manager:
Chiong Hieng Tiong
Presentation
Discussion
Resources
No resources available.
Session WE5.V5
WE5.V5.1: Classification of Hyperspectral Images Using SVM with Shape-adaptive Reconstruction and Smoothed Total Variation
Ruoning Li, Kangning Cui, Raymond Chan, City University of Hong Kong, Hong Kong SAR China; Robert Plemmons, Wake Forest University, United States
WE5.V5.2: SPATIAL-SPECTRAL CONTRASTIVE LEARNING FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Peiyan Guan, Edmund Y. Lam, University of Hong Kong, Hong Kong SAR China
WE5.V5.3: FEW-SHOT CLASS INCREMENTAL LEARNING FOR HYPERSPECTRAL IMAGE CLASSIFICATION BASED ON CONSTANTLY UPDATED CLASSIFIER
Yuanyuan Zhao, Lin Ha, Hongyu Wang, Xiaorui Ma, Dalian University of Technology, China
WE5.V5.4: Deep attention-driven HSI scene classification based on inverted dot-product
Mercedes E. Paoletti, Complutense University of Madrid, Spain; Xuanwen Tao, Lirong Han, Zhaoyue Wu, Sergio Moreno-Álvarez, Juan M. Haut, University of Extremadura, Spain
WE5.V5.5: CONVOLUTIONAL DEEP KERNEL METHOD FOR LAND COVER MAPPING FROM HYPERSPECTRAL IMAGERY
Mohsen Ansari, Abdolreza Safari, School of Surveying and Geospatial Engineering, College of Eng., U. of Tehran, Tehran, Iran, Iran; Weimin Huang, Faculty of Engineering and Applied Science, Memorial University of Newfoundland, Canada, Canada; Saeid Homayouni, Centre Eau Terre Environnement, INRS, Quebec, Canada, Canada; Saeid Niazmardi, Dept. of Civil & Surveying Engineering, Graduate University of Advanced Technology, Kerman, Iran, Iran
WE5.V5.6: HYBRID VISION TRANSFORMER MODEL FOR HYPERSPECTRAL IMAGE CLASSIFICATION
Jiaqi Yang, Bo Du, Chen Wu, Wuhan University, China