IEEE IGARSS 2022 || Kuala Lumpur, Malaysia || 17

WE5.V5: Hyperspectral Image Classification I

Wed, 20 Jul, 19:50 - 21:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 13:50 - 15:20 Central European Time (UTC +1)
Wed, 20 Jul, 11:50 - 13:20 UTC
Wed, 20 Jul, 07:50 - 09:20 Eastern Time (UTC -5)

Location: Virtual Room 5

Session Type: Oral Virtual

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

Track: Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)

Wed, 20 Jul, 19:50 - 20:05 Malaysia Time (UTC +8)
Wed, 20 Jul, 13:50 - 14:05 Central European Time (UTC +1)
Wed, 20 Jul, 11:50 - 12:05 UTC
Wed, 20 Jul, 07:50 - 08:05 Eastern Time (UTC -5)

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

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)

WE5.V5.2: SPATIAL-SPECTRAL CONTRASTIVE LEARNING FOR HYPERSPECTRAL IMAGE CLASSIFICATION

Peiyan Guan, Edmund Y. Lam, University of Hong Kong, Hong Kong SAR China

Wed, 20 Jul, 20:20 - 20:35 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:20 - 14:35 Central European Time (UTC +1)
Wed, 20 Jul, 12:20 - 12:35 UTC
Wed, 20 Jul, 08:20 - 08:35 Eastern Time (UTC -5)

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

Wed, 20 Jul, 20:35 - 20:50 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:35 - 14:50 Central European Time (UTC +1)
Wed, 20 Jul, 12:35 - 12:50 UTC
Wed, 20 Jul, 08:35 - 08:50 Eastern Time (UTC -5)

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

Wed, 20 Jul, 20:50 - 21:05 Malaysia Time (UTC +8)
Wed, 20 Jul, 14:50 - 15:05 Central European Time (UTC +1)
Wed, 20 Jul, 12:50 - 13:05 UTC
Wed, 20 Jul, 08:50 - 09:05 Eastern Time (UTC -5)

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

Wed, 20 Jul, 21:05 - 21:20 Malaysia Time (UTC +8)
Wed, 20 Jul, 15:05 - 15:20 Central European Time (UTC +1)
Wed, 20 Jul, 13:05 - 13:20 UTC
Wed, 20 Jul, 09:05 - 09:20 Eastern Time (UTC -5)

WE5.V5.6: HYBRID VISION TRANSFORMER MODEL FOR HYPERSPECTRAL IMAGE CLASSIFICATION

Jiaqi Yang, Bo Du, Chen Wu, Wuhan University, China