Technical Program: Paper Detail || IEEE IGARSS 2023 || Pasadena, California, USA || 16

FR4.R11.6

A SELF-SUPERVISED CROSS-MODAL REMOTE SENSING FOUNDATION MODEL WITH MULTI-DOMAIN REPRESENTATION AND CROSS-DOMAIN FUSION

Yingchao Feng, Peijin Wang, Wenhui Diao, Qibin He, Huiyang Hu, Hanbo Bi, Xian Sun, Kun Fu, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China, China

Session:

FR4.R11: Large AI Models for EO Oral

Location:

Room 106

Presentation Time:

Fri, 21 Jul, 16:45 - 16:57 Pacific Time (UTC -8)

Session Co-Chairs:

Nicolas Longepe, ESA and Begum Demir, TU-Berlin

Session Manager:

HUMAIRA SANAM

Session FR4.R11

FR4.R11.1: TEXT AS A RICHER SOURCE OF SUPERVISION IN SEMANTIC SEGMENTATION TASKS

Valerie Zermatten, Javiera Castillo Navarro, Lloyd Hughes, Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland; Tobias Kellenberger, Federal Office of Topography swisstopo, Switzerland; Devis Tuia, Ecole Polytechnique Federale de Lausanne (EPFL), Switzerland

FR4.R11.2: MULTIMODAL SELF-SUPERVISED LEARNING FOR BOOSTING CROP CLASSIFICATION USING SENTINEL2 AND PLANETSCOPE

Ankit Patnala, Scarlet Stadtler, Martin Schultz, Forschungszentrum Juelich, Germany; Juergen Gall, University of Bonn, Germany

FR4.R11.3: SELF-LEARNING ONTOLOGY FOR NATURAL HAZARDS

Ion Grujdin, CEOSpaceTech, University Politehnica of Bucharest, Romania, Romania; Mihai Datcu, CEOSpaceTech, University Politehnica of Bucharest, Romania; Remote Sensing Technology Institute, German Aerospace Center (DLR), Germany, Romania

FR4.R11.4: LIT-4-RSVQA: LIGHTWEIGHT TRANSFORMER-BASED VISUAL QUESTION ANSWERING IN REMOTE SENSING

Leonard Hackel, Kai Norman Clasen, Technische Universität Berlin, Germany; Mahdyar Ravanbakhsh, Zalando SE Berlin, Germany; Begüm Demir, Technische Universität Berlin, Germany

FR4.R11.5: OVERCOMING LANGUAGE BIAS IN REMOTE SENSING VISUAL QUESTION ANSWERING VIA ADVERSARIAL TRAINING

Zhenghang Yuan, Lichao Mou, Xiaoxiang Zhu, Technical University of Munich, Germany

FR4.R11.6: A SELF-SUPERVISED CROSS-MODAL REMOTE SENSING FOUNDATION MODEL WITH MULTI-DOMAIN REPRESENTATION AND CROSS-DOMAIN FUSION

Yingchao Feng, Peijin Wang, Wenhui Diao, Qibin He, Huiyang Hu, Hanbo Bi, Xian Sun, Kun Fu, Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China, China