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

TU7.V21.2

WEAKLY SUPERVISED SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES FOR TREE SPECIES CLASSIFICATION BASED ON EXPLANATION METHODS

Steve Ahlswede, Nimisha Thekke-Madam, Christian Schulz, Birgit Kleinschmit, Begüm Demir, Technische Universitaet Berlin, Germany

Session:

Human-centric AI4EO Oral Virtual

Location:

Virtual Room 21

Presentation Time:

Tue, 19 Jul, 23:15 - 23:30 Malaysia Time (UTC +8)
Tue, 19 Jul, 17:15 - 17:30 Central European Time (UTC +1)
Tue, 19 Jul, 15:15 - 15:30 UTC
Tue, 19 Jul, 11:15 - 11:30 Eastern Time (UTC -5)

Session Co-Chairs:

Bertrand Le Saux, European Space Agency and Rochelle Schneider, European Space Agency

Session Manager:

Jia Lin Lam

Resources

No resources available.

Session TU7.V21

TU7.V21.1: WEAKLY-SUPERVISED CONTINUAL LEARNING FOR CLASS-INCREMENTAL SEGMENTATION

Gaston Lenczner, Adrien Chan-Hon-Tong, ONERA, France; Nicola Luminari, Alteia, France; Bertrand Le Saux, ESA/ESRIN, Italy

TU7.V21.2: WEAKLY SUPERVISED SEMANTIC SEGMENTATION OF REMOTE SENSING IMAGES FOR TREE SPECIES CLASSIFICATION BASED ON EXPLANATION METHODS

Steve Ahlswede, Nimisha Thekke-Madam, Christian Schulz, Birgit Kleinschmit, Begüm Demir, Technische Universitaet Berlin, Germany

TU7.V21.3: EXPLAINABILITY ANALYSIS OF CNN IN DETECTION OF VOLCANIC DEFORMATION SIGNAL

Teo Beker, Homa Ansari, Sina Montazeri, Qian Song, Xiao Xiang Zhu, German Aerospace Center (DLR), Germany

TU7.V21.4: LANGUAGE TRANSFORMERS FOR REMOTE SENSING VISUAL QUESTION ANSWERING

Christel Chappuis, Vincent Mendez, Eliot Walt, Devis Tuia, Ecole Polytechnique Fédérale de Lausanne, Switzerland; Sylvain Lobry, Université de Paris, France; Bertrand Le Saux, European Space Agency, Italy

TU7.V21.5: HUMANS ARE POOR FEW-SHOT CLASSIFIERS FOR SENTINEL-2 LAND COVER

Marc Rußwurm, Devis Tuia, École Polytechnique Fédérale de Lausanne, Switzerland; Sherrie Wang, University of California, Berkeley, United States