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

MO5.V6.2

GLOBAL AND MULTI-SCALE FEATURE LEARNING FOR REMOTE SENSING SCENE CLASSIFICATION

Ziying Xia, Guolong Gan, Siyu Liu, Wei Cao, Jian Cheng, University of Electronic Science and Technology of China, China
Session:
Optical Image Classification Oral Virtual
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Virtual Room 6
Presentation Time:
Mon, 18 Jul, 20:05 - 20:20 Malaysia Time (UTC +8)
Mon, 18 Jul, 14:05 - 14:20 Central European Time (UTC +1)
Mon, 18 Jul, 12:05 - 12:20 UTC
Mon, 18 Jul, 08:05 - 08:20 Eastern Time (UTC -5)
Session Co-Chairs:
Lorenzo Bruzzone, University of Trento and Antonio Chirtu, University Politehnica of Bucharest
Session Manager:
Moon Khiang Chin
Presentation
Discussion
Resources
No resources available.
Session MO5.V6
MO5.V6.1: DATA AUGMENTATION THROUGH SPECTRALLY CONTROLLED ADVERSARIAL NETWORKS FOR CLASSIFICATION OF MULTISPECTRAL REMOTE SENSING IMAGES
Abhishek Singh, Lorenzo Bruzzone, University of Trento, Italy
MO5.V6.2: GLOBAL AND MULTI-SCALE FEATURE LEARNING FOR REMOTE SENSING SCENE CLASSIFICATION
Ziying Xia, Guolong Gan, Siyu Liu, Wei Cao, Jian Cheng, University of Electronic Science and Technology of China, China
MO5.V6.3: CONVOLUTIONAL TRANSFORMERS FOR AERIAL IMAGE CLASSIFICATION: A GENERAL TO SPECIFIC LEARNING CURVE
Antonio Chirtu, Nicolae-Catalin Ristea, Anamaria Radoi, University Politehnica of Bucharest, Romania
MO5.V6.4: A CNN-TRANSFORMER KNOWLEDGE DISTILLATION FOR REMOTE SENSING SCENE CLASSIFICATION
Mostaan Nabi, Luca Maggiolo, Gabriele Moser, Sebastiano Bruno Serpico, University of Genoa, Italy
MO5.V6.5: A HEIGHT ATTENTION NETWORK FOR SATELLITE VIDEO CLASSIFICATION
Hanchi Ying, Tung Fung, The Chinese University of Hong Kong, Hong Kong SAR China
MO5.V6.6: REAL-TIME CLASSIFICATION OF DISASTER IMAGES FROM SOCIAL MEDIA WITH A SELF-SUPERVISED LEARNING FRAMEWORK
Tianhui Cai, University of Illinois at Urbana Champaign, United States; Hongyu Gan, Zhiqiang Zou, Nanjing University of Posts and Telecommunications, China; Bo Peng, University of Wisconsin - Madison, United States; Qunying Huang, University of Wisconsin – Madison, United States