IEEE IGARSS 2021 || Brussels, Belgium || July 12–14, 2021 • Physical

TH1.O-5.6

DEEP VISION TRANSFORMERS FOR REMOTE SENSING SCENE CLASSIFICATION

Laila Bashmal, Yakoub Bazi, Mohamad Al Rahhal, King Saud University, Saudi Arabia

Session:

Remote Sensing Image Classification Using Machine Learning I

Track:

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

Presentation Time:

Thu, 15 Jul, 09:45-10:00 (UTC)
Thu, 15 Jul, 11:45-12:00 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 17:45-18:00 China Standard Time (UTC +8)
Thu, 15 Jul, 05:45-06:00 Eastern Daylight Time (UTC -4)

Session Co-Chairs:

Yakoub Bazi, King Saud University and Youngwook Kim, California State University, Fresno

Session Manager:

Willeke A'Campo

Session TH1.O-5

TH1.O-5.1: REMOTE SENSING IMAGERY SCENE CLASSIFICATION BASED ON SPIKING NEURAL NETWORK

Saifei Wu, Jie Li, Xidian University, China; Lin Qi, Ocean University of China, China; Ziming Liu, Xidian University, China; Xinbo Gao, Chongqing University of Posts and Telecommunications, China

TH1.O-5.2: APPLICATION OF COMPOSITIONAL NEURAL NETWORKS FOR ROBUST CLASSIFICATION OF INFRARED IMAGERY

Gregory P. Spell, Leslie M. Collins, Jordan M. Malof, Duke University, United States

TH1.O-5.3: CROSS-SOURCE IMAGE RETRIEVAL BASED ON ENSEMBLE LEARNING AND KNOWLEDGE DISTILLATION FOR REMOTE SENSING IMAGES

Jingjing Ma, Duanpeng Shi, Xu Tang, Xiangrong Zhang, Xidian University, China; Xiao Han, Geovis Spatial Technology Co.,Ltd, China; Licheng Jiao, Xidian University, China

TH1.O-5.4: IMAGE CLASSIFICATION UNIT: A U-NET CONVOLUTIONAL NEURAL NETWORK FOR ON- ORBIT CLOUD DETECTION ABOARD CUBESATS

Timothy Leong, Yasir Abbas, Mark Angelo Purio, Hoda Elmegharbel, Kyushu Institute of Technology, Japan

TH1.O-5.5: FRUGAL LEARNING FOR INTERACTIVE SATELLITE IMAGE CHANGE DETECTION

Hichem Sahbi, CNRS Sorbonne University, France; Sebastien Deschamps, Sorbonne University and Thales, France; Andrei Stoian, Thales, France

TH1.O-5.6: DEEP VISION TRANSFORMERS FOR REMOTE SENSING SCENE CLASSIFICATION

Laila Bashmal, Yakoub Bazi, Mohamad Al Rahhal, King Saud University, Saudi Arabia

DEEP VISION TRANSFORMERS FOR REMOTE SENSING SCENE CLASSIFICATION

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