IEEE IGARSS 2021 || Brussels, Belgium || July 12–14, 2021 • Physical

TH2.MM-22.5

BUILT-UP AREA EXTRACTION THROUGH DEEP LEARNING

Djamel Mansour, Sid-Ahmed Souiah, Oran2 University mohamed ben Ahmed, Algeria; Mohammed El Amin Larabi, Algerian Space Agency, Algeria

Session:

Classification for Urban Area Characterization

Track:

Land Applications

Presentation Time:

Thu, 15 Jul, 11:20-11:25 (UTC)
Thu, 15 Jul, 13:20-13:25 Central Europe Summer Time (UTC +2)
Thu, 15 Jul, 19:20-19:25 China Standard Time (UTC +8)
Thu, 15 Jul, 07:20-07:25 Eastern Daylight Time (UTC -4)

Session Co-Chairs:

Fabio Dell'Acqua, University of Pavia and Hongsheng Zhang, The University of Hong Kong

Session Manager:

Yue Ying

Session TH2.MM-22

TH2.MM-22.1: EXTENSION OF COPERNICUS URBAN ATLAS TO NON-EUROPEAN COUNTRIES

Andrii Shelestov, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine; Hanna Yailymova, Bohdan Yailymov, Leonid Shumilo, Space Research Institute NASU-SSAU, Ukraine; Alla Lavreniuk, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine

TH2.MM-22.2: DETECTION OF CHANGES IN BUILT-UP AREAS WITH A FULLY CONVOLUTIONAL NETWORK IN THE CONTEXT OF THE EUROPEAN SETTLEMENT MAP

Christina Corbane, Euopean Commission, Joint Research Centre (JRC), Italy; Filip Sabo, Panagiotis Politis, Arhs Developments S.A, Luxembourg; Vasileios Syrris, Euopean Commission, Joint Research Centre (JRC), Italy

TH2.MM-22.3: ASSESSMENT OF A RANDOM FOREST CLASSIFIER IN URBAN LOCAL CLIMATE ZONE CLASSIFICATION USING SENTINEL-2 AND PALSAR-2

Chaomin Chen, Hasi Bagan, Xuan Xie, Luwen Tan, Shanghai Normal University, China; Yoshiki Yamagata, National Institute for Environmental Studies, Japan

TH2.MM-22.4: COVID-19 PANDEMIC ASSESSMENT BY NIGHT-LIGHTS

Demetris Stathakis, Leonidas Liakos, University of Thessaly, Greece; Pavlos Baltas, National Center for Social Research, Greece

TH2.MM-22.5: BUILT-UP AREA EXTRACTION THROUGH DEEP LEARNING

Djamel Mansour, Sid-Ahmed Souiah, Oran2 University mohamed ben Ahmed, Algeria; Mohammed El Amin Larabi, Algerian Space Agency, Algeria

TH2.MM-22.6: MULTI-LABEL LOCAL CLIMATE ZONE MAPPING AS SCENE CLASSIFICATION USING VERY HIGH RESOLUTION IMAGERY: PRELIMINARY RESULT OF HONG KONG

Shengjie Liu, University of Hong Kong, China; Qian Shi, Sun Yat-Sen University, China

TH2.MM-22.7: IDENTIFYING URBAN GREENSPACE IN TAIWAN AND ITS VULNERABILITY TO TYPHOONS

Yuei-An Liou, Kim-Anh Nguyen, Trong Hoang Vo, National Central University, Taiwan

TH2.MM-22.8: MULTISOURCE SHADOW-BASED FUZZY SET (MSFS) APPROACH FOR IMPERVIOUS SURFACES MAPPING FROM OPTICAL AND SAR DATA

Yinyi Lin, Chinese University of Hong Kong, China; Hongsheng Zhang, University of Hong Kong, China; Peifeng Ma, Chinese University of Hong Kong, China; Yu Li, Beijing University of Technology, China

TH2.MM-22.9: ANALYZING LONG-TERM ARTIFICIAL LIGHT AT NIGHT USING VIIRS MONTHLY PRODUCT WITH LAND USE DATA: PRELIMINARY RESULT OF HONG KONG

Shengjie Liu, Chu Wing So, Chun Shing Jason Pun, University of Hong Kong, China

BUILT-UP AREA EXTRACTION THROUGH DEEP LEARNING

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