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

TH3.O1.2

PROPOSAL OF POLSAR LAND CLASSIFICATION USING FULL-LEARNING QUATERNION CONVOLUTIONAL NEURAL NETWORKS

Yuya Matsumoto, Ryo Natsuaki, Akira Hirose, The University of Tokyo, Japan
Session:
Image Segmentation and Object Detection Oral In-Person
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Conference Hall 1
Presentation Time:
Thu, 21 Jul, 14:15 - 14:30 Malaysia Time (UTC +8)
Thu, 21 Jul, 08:15 - 08:30 Central European Time (UTC +1)
Thu, 21 Jul, 06:15 - 06:30 UTC
Thu, 21 Jul, 02:15 - 02:30 Eastern Time (UTC -5)
Session Chair:
Ryo Natsuaki, University of Tokyo
Session Manager:
Farrah Nurdiana Ibrahim
Presentation
Discussion
Resources
No resources available.
Session TH3.O1
TH3.O1.1: MAPINWILD: A DATASET FOR GLOBAL WILDERNESS MAPPING
Burak Ekim, Michael Schmitt, Bundeswehr University Munich, Germany
TH3.O1.2: PROPOSAL OF POLSAR LAND CLASSIFICATION USING FULL-LEARNING QUATERNION CONVOLUTIONAL NEURAL NETWORKS
Yuya Matsumoto, Ryo Natsuaki, Akira Hirose, The University of Tokyo, Japan
TH3.O1.3: ARE CLOUD DETECTION U-NETS ROBUST AGAINST IN-ORBIT IMAGE ACQUISITION CONDITIONS?
Bartosz Grabowski, Maciej Ziaja, Marcin Cwiek, Tomasz Lakota, KP Labs, Poland; Michal Kawulok, Jakub Nalepa, Silesian University of Technology, KP Labs, Poland; Nicolas Longépé, European Space Agency, Italy
TH3.O1.4: SEASONET: A SEASONAL SCENE CLASSIFICATION, SEGMENTATION AND RETRIEVAL DATASET FOR SATELLITE IMAGERY OVER GERMANY
Dominik Koßmann, Viktor Brack, Thorsten Wilhelm, TU Dortmund University, Germany
TH3.O1.5: Domain Adaptation for SAR Target Recognition with Limited Training Data via Rigid Transformation-Based Feature Conversion
Tsenjung Tai, Masato Toda, NEC Corporation, Japan
TH3.O1.6: NEW MODELS OF CLOUD DETECTION AND REMOVAL: A COMPARATIVE ANALYSIS
Fabio D. Vescovi, Deepak Murugan, Vaibhav Chhipa, CropIn Technology Solutions Private Limited,, India