Learning from multimodal and multitemporal earth observation data for building damage mapping

Bruno Adriano, Naoto Yokoya, Junshi Xia, +4

ISPRS Journal of Photogrammetry and Remote Sensing

Data ModalitiesEarth ObservationEngineeringMulti-image FusionDisaster Detection +19

3D gray level co-occurrence matrix and its application to identifying collapsed buildings

Luis Moya, Homa Zakeri, Fumio Yamazaki, +3

ISPRS Journal of Photogrammetry and Remote Sensing

EngineeringMultispectral Imaging3D Computer VisionImage AnalysisData Science +21

Earthquake-Induced Landslide Mapping for the 2018 Hokkaido Eastern Iburi Earthquake Using PALSAR-2 Data

Yusupujiang Aimaiti, Wen Liu, Fumio Yamazaki, +1

Remote Sensing

Earth ObservationEngineeringEarthquake HazardsTimely InformationTerrestrial Sensing +19

Characteristics of shadow and removal of its effects for remote sensing imagery

Fumio Yamazaki, Wen Liu, Makiko Takasaki

Environmental MonitoringEngineeringMultispectral ImagingEarth ScienceImage Analysis +14

Learning Change from Synthetic Aperture Radar Images: Performance Evaluation of a Support Vector Machine to Detect Earthquake and Tsunami-Induced Changes

Marc Wieland, Wen Liu, Fumio Yamazaki

Remote Sensing

EngineeringMachine LearningChange DetectionDisaster DetectionTsunami-induced Changes +16

Automated Extraction of Inundated Areas from Multi-Temporal Dual-Polarization RADARSAT-2 Images of the 2011 Central Thailand Flood

Pisut Nakmuenwai, Fumio Yamazaki, Wen Liu

Remote Sensing

Environmental MonitoringEngineeringGeomorphologyInundated AreasDisaster Detection +18

Texture Analysis and Land Cover Classification of Tehran Using Polarimetric Synthetic Aperture Radar Imagery

Homa Zakeri, Fumio Yamazaki, Wen Liu

Applied Sciences

EngineeringLand UseLand CoverTerrestrial SensingEarth Science +16

Damaged Building Extraction Using Modified Mask R-CNN Model Using Post-Event Aerial Images of the 2016 Kumamoto Earthquake

Yihao Zhan, Wen Liu, Yoshihisa Maruyama

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningDisaster DetectionDamage Assessment +21

Multi-Sensor InSAR Analysis of Progressive Land Subsidence over the Coastal City of Urayasu, Japan

Yusupujiang Aimaiti, Fumio Yamazaki, Wen Liu

Remote Sensing

Environmental MonitoringEngineeringGeomorphologyLand UseLand Cover +25

Extraction of Collapsed Buildings in the 2016 Kumamoto Earthquake Using Multi-Temporal PALSAR-2 Data

Wen Liu, Fumio Yamazaki

Journal of Disaster Research

EngineeringApril 14Earthquake HazardsEarthquake ScenarioDisaster Detection +15