TH1.R15: Machine Learning and Remote Sensing Data for Rapid Disaster Response I
Thu, 11 Jul, 09:00 - 10:40
Location: Mercury Hall
Session Type: Oral
Session Co-Chairs: Marc Wieland, German Aerospace Center (DLR) and Nina Merkle, German Aerospace Center (DLR)
Track: Community-Contributed Sessions
Thu, 11 Jul, 09:00 - 09:14

TH1.R15.1: ASSESSMENT OF DEEP LEARNING MODELS TRAINED USING GLOBAL REMOTE SENSING IMAGERY IN REAL-CONTEXT EMERGENCY RESPONSE
Sesa Wiguna, Bruno Adriano, Erick Mas, Shunichi Koshimura, Tohoku University, Japan
Thu, 11 Jul, 09:14 - 09:28

TH1.R15.2: Conditional experts for improved building damage assessment across satellite imagery view angles
Philipe Ambrozio Dias, Jacob Arndt, Marie Urban, Dalton Lunga, Oak Ridge National Laboratory, United States
Thu, 11 Jul, 09:28 - 09:42

TH1.R15.3: Disaster Damage Visualization by VLM-based Interactive Image Retrieval and Cross-View Image Geo-Localization
Naoya Sogi, Takashi Shibata, Makoto Terao, Kenta Senzaki, Masahiro Tani, NEC Corporation, Japan; Royston Rodrigues, NEC Asia Pacific Pte Ltd, Singapore
Thu, 11 Jul, 09:42 - 09:56

TH1.R15.4: COMPARATIVE ANALYSIS OF DETAILED FEATURES IN 3D MODELS FOR SAR SIMULATION
Chia Yee Ho, Tohoku University, Japan; Erick Mas, Bruno Adriano, Shunichi Koshimura, IRIDeS, Japan
Thu, 11 Jul, 09:56 - 10:10

TH1.R15.5: UNIVERSAL AND AUTOMATED METHODS FOR DETECTING FOREST SURFACE ANOMALIES
Junying Song, Xiufang Zhu, Rui Guo, Beijing Normal University, China
Thu, 11 Jul, 10:10 - 10:24

TH1.R15.6: ADVANCED MACHINE LEARNING STRATEGIES FOR LANDSLIDE DETECTION
Mohammad Amin Khalili, University of Naples, Italy; Behzad Voosoghi, K.N.TOOSI University of Technology, Iran; Domenico Calcaterra, University of Naples, Italy; Amirbahador Kouchakkapourchali, Tehran University, Iran; Chiara Di Muro, University of Naples, Italy; Sadegh Madadi, Kharazmi University, Iran; Rita Tufano, Diego Di Martire, University of Naples, Italy
Thu, 11 Jul, 10:24 - 10:38

TH1.R15.7: UNCERTAINTY ESTIMATION IN SAR-BASED FLOOD MAPPING VIA DENSITY-AWARE DEEP NEURAL NETWORKS
Yu Li, Patrick Matgen, Marco Chini, Luxembourg Institute of Science and Technology (LIST), Luxembourg