WE4.R12: AI, EO and Big Geospatial Data to Support the Urban-Poverty-Related SDGs I
Wed, 10 Jul, 17:20 - 19:00
Location: MC 3.4
Session Type: Oral
Session Co-Chairs: Claudio Persello, University of Twente, Faculty of Geo-Information Science and Earth Observation (ITC) and Monika Kuffer, University of Twente
Track: Community-Contributed Sessions
Wed, 10 Jul, 17:20 - 17:34

WE4.R12.1: USER AND DATA-CENTRIC ARTIFICIAL INTELLIGENCE FOR MAPPING URBAN DEPRIVATION IN MULTIPLE CITIES ACROSS THE GLOBE
Bedru Tareke, Paulo Silva Filho, Claudio Persello, Monika Kuffer, Raian Vargas Maretto, Jon Wang, Angela Abascal, University of Twente, Netherlands; Priam Pillai, Pillai College of Engineering, India; Binti Singh, Kamla Raheja Vidyanidhi Institute of Architecture and Environmental Studies, India; Juan Manuel D'Attoli, National Registry of Informal Settlements, Argentina; Caroline Kabaria, African Population & Health Research Centre, Kenya; Juilo Pedrassoli, Patricia Brito, Universidade Federal da Bahia, Brazil; Peter Elias, University of Lagos, Nigeria; Elio Atenógenes, Andrea Ramírez Santiago, National Institute of Statistics and Geography (INEGI), Mexico
Wed, 10 Jul, 17:34 - 17:48

WE4.R12.2: AI-BASED BUILDING INSTANCE SEGMENTATION IN FORMAL AND INFORMAL SETTLEMENTS
Philipp Schuegraf, Dorothee Stiller, Jiaojiao Tian, Thomas Stark, Michael Wurm, Hannes Taubenböck, Ksenia Bittner, German Aerospace Center (DLR), Germany
Wed, 10 Jul, 17:48 - 18:02

WE4.R12.3: IDEAMAPS: MODELLING SUB-DOMAINS OF DEPRIVATION WITH EO AND AI
Monika Kuffer, Angela Abascal, University of Twente, Netherlands; Ryan Engstrom, George Washington University, United States; Dana R. Thomson, Columbia University, United States; Grant Tregonning, Adenike Shonowo, Qunshan Zhao, João Porto de Albuquerque, University of Glasgow, United Kingdom; Peter Elias, University of Lagos, Nigeria; Francis C. Onyambu, Caroline Kabaria, APHRC African Population and Health Research Center, Kenya
Wed, 10 Jul, 18:02 - 18:16

WE4.R12.4: LARGE AREA MAPPING OF URBAN DEPRIVATION FROM SENTINEL-2 AND GOOGLE OPEN BUILDINGS USING DEEP LEARNING
Ryan Engstrom, Maxwell Owusu, Mina Hanna, Amir Jafari, George Washington University, United States; Dana Thomson, Columbia University, United States; Monika Kuffer, University of Twente, United States
Wed, 10 Jul, 18:16 - 18:30

WE4.R12.5: ONEKANA: MODELLING THERMAL INEQUALITIES IN AFRICAN CITIES
Sabine Vanhuysse, Angela Abascal, Université libre de Bruxelles (ULB), Belgium; Stefanos Georganos, Karlstad University, Sweden; Jon Wang, Monika Kuffer, University of Twente, Netherlands
Wed, 10 Jul, 18:30 - 18:44

WE4.R12.6: DEEP LEARNING SCENE CLASSIFICATION EXPERIMENTS IN AUTOMATIC DETECTION OF SLUMS ON PLANETSCOPE IMAGERY
Jacob Arndt, Anurupa Roy, Marie Urban, Dalton Lunga, Oak Ridge National Laboratory, United States
Wed, 10 Jul, 18:44 - 18:58

WE4.R12.7: SEMI-SUPERVISED ‘SOFT’ EXTRACTION OF URBAN TYPES ASSOCIATED WITH DEPRIVATION
Sabine Vanhuysse, Université libre de Bruxelles (ULB), Belgium; Angela Abascal, Public University of Navarre, Spain; Jon Wang, University of Twente, Netherlands; Stefanos Georganos, Karlstad University, Sweden; Monika Kuffer, University of Twente, Netherlands; Eléonore Wolff, Université libre de Bruxelles (ULB), Belgium