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

TH4.O2.1

A NOVEL FRAMEWORK TO JOINTLY COMPRESS AND INDEX REMOTE SENSING IMAGES FOR EFFICIENT CONTENT-BASED RETRIEVAL

Gencer Sumbul, Jun Xiang, Nimisha Thekke Madam, Begüm Demir, Faculty of Electrical Engineering and Computer Science, Technische Universität Berlin, Germany
Session:
Classification and Clustering II Oral In-Person
Track:
Data Analysis Methods (Optical, Multispectral,Hyperspectral, SAR)
Location:
Conference Hall 2
Presentation Time:
Thu, 21 Jul, 16:00 - 16:15 Malaysia Time (UTC +8)
Thu, 21 Jul, 10:00 - 10:15 Central European Time (UTC +1)
Thu, 21 Jul, 08:00 - 08:15 UTC
Thu, 21 Jul, 04:00 - 04:15 Eastern Time (UTC -5)
Session Co-Chairs:
Christoph Koller, German Aerospace Center and Marcel Aach, Forschungszentrum Juelich, University of Iceland
Session Manager:
Nik Zainun Nik Mood
Presentation
Discussion
Resources
No resources available.
Session TH4.O2
TH4.O2.1: A NOVEL FRAMEWORK TO JOINTLY COMPRESS AND INDEX REMOTE SENSING IMAGES FOR EFFICIENT CONTENT-BASED RETRIEVAL
Gencer Sumbul, Jun Xiang, Nimisha Thekke Madam, Begüm Demir, Faculty of Electrical Engineering and Computer Science, Technische Universität Berlin, Germany
TH4.O2.2: A MACHINE-LEARNING BASED SCHEME FOR SOLAR PV DETECTION USING MEDIUM-RESOLUTION SATELLITE IMAGES IN VIETNAM
Shoki Shimada, Wataru Takeuchi, The University of Tokyo, Japan
TH4.O2.3: CAUSALITY FOR REMOTE SENSING: AN EXPLORATORY STUDY
Soronzonbold Otgonbaatar, German Aerospace Center Oberpfaffenhofen, Technical University of Berlin, Germany; Mihai Datcu, German Aerospace Center Oberpfaffenhofen, Germany; Begüm Demir, Technical University of Berlin, Germany
TH4.O2.4: ACCELERATING HYPERPARAMETER TUNING OF A DEEP LEARNING MODEL FOR REMOTE SENSING IMAGE CLASSIFICATION
Marcel Aach, Rocco Sedona, Forschungszentrum Juelich, University of Iceland, Germany; Andreas Lintermann, Gabriele Cavallaro, Forschungszentrum Juelich, Germany; Helmut Neukirchen, University of Iceland, Iceland; Morris Riedel, University of Iceland, Forschungszentrum Juelich, Iceland
TH4.O2.5: SELF SUPERVISED LEARNING FOR FEW SHOT HYPERSPECTRAL IMAGE CLASSIFICATION
Nassim Ait Ali Braham, German Aerospace Center (DLR), Germany; Lichao Mou, Xiao Xiang Zhu, German Aerospace Center (DLR); Technical University of Munich (TUM), Germany; Jocelyn Chanussot, Julien Mairal, Inria, Université Grenoble Alpes, CNRS, Grenoble INP, LJK, France
TH4.O2.6: UNSUPERVISED AND AUTOMATIC TRAINING SAMPLES SELECTION METHOD
Jihan Alameddine, Kacem Chehdi, Claude Cariou, University of Rennes 1, France