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

TH4.O2: Classification and Clustering II

Thu, 21 Jul, 16:00 - 17:30 Malaysia Time (UTC +8)
Thu, 21 Jul, 10:00 - 11:30 Central European Time (UTC +1)
Thu, 21 Jul, 08:00 - 09:30 UTC
Thu, 21 Jul, 04:00 - 05:30 Eastern Time (UTC -5)

Location: Conference Hall 2

Session Type: Oral In-Person

Session Co-Chairs: Christoph Koller, German Aerospace Center and Marcel Aach, Forschungszentrum Juelich, University of Iceland

Session Manager: Nik Zainun Nik Mood

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

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)

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

Thu, 21 Jul, 16:15 - 16:30 Malaysia Time (UTC +8)
Thu, 21 Jul, 10:15 - 10:30 Central European Time (UTC +1)
Thu, 21 Jul, 08:15 - 08:30 UTC
Thu, 21 Jul, 04:15 - 04:30 Eastern Time (UTC -5)

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

Thu, 21 Jul, 16:30 - 16:45 Malaysia Time (UTC +8)
Thu, 21 Jul, 10:30 - 10:45 Central European Time (UTC +1)
Thu, 21 Jul, 08:30 - 08:45 UTC
Thu, 21 Jul, 04:30 - 04:45 Eastern Time (UTC -5)

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

Thu, 21 Jul, 16:45 - 17:00 Malaysia Time (UTC +8)
Thu, 21 Jul, 10:45 - 11:00 Central European Time (UTC +1)
Thu, 21 Jul, 08:45 - 09:00 UTC
Thu, 21 Jul, 04:45 - 05:00 Eastern Time (UTC -5)

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

Thu, 21 Jul, 17:00 - 17:15 Malaysia Time (UTC +8)
Thu, 21 Jul, 11:00 - 11:15 Central European Time (UTC +1)
Thu, 21 Jul, 09:00 - 09:15 UTC
Thu, 21 Jul, 05:00 - 05:15 Eastern Time (UTC -5)

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

Thu, 21 Jul, 17:15 - 17:30 Malaysia Time (UTC +8)
Thu, 21 Jul, 11:15 - 11:30 Central European Time (UTC +1)
Thu, 21 Jul, 09:15 - 09:30 UTC
Thu, 21 Jul, 05:15 - 05:30 Eastern Time (UTC -5)

TH4.O2.6: UNSUPERVISED AND AUTOMATIC TRAINING SAMPLES SELECTION METHOD

Jihan Alameddine, Kacem Chehdi, Claude Cariou, University of Rennes 1, France