小川 芳樹

Enhanced large-scale building extraction evaluation: developing a two-level framework using proxy data and building matching 

European Journal of Remote Sensing 57(1) 2024年7月3日  

Post-hazard supply chain disruption: Predicting firm-level sales using graph neural network 

International Journal of Disaster Risk Reduction 2024年7月  

End-to-End Framework for the Automatic Matching of Omnidirectional Street Images and Building Data and the Creation of 3D Building Models 

Remote Sensing 2024年5月23日  

Generating Diverse Optimal Road Management Plans in Post-Disaster by Applying Envelope Multi-Objective Deep Reinforcement Learning 

Journal of Disaster Research 2023年12月1日  

Quantitative land price analysis via computer vision from street view images 

Engineering Applications of Artificial Intelligence 123 106294-106294 2023年8月  査読有り

Automatic Evaluation of Street-Level Walkability Based on Computer Vision Techniques and Urban Big Data 

Intelligence for Future Cities 231-259 2023年6月2日  査読有り

People Flow Trend Estimation Approach and Quantitative Explanation Based on the Scene Level Deep Learning of Street View Images 

Remote Sensing 15(5) 1362-1362 2023年2月28日  

Large-scale individual building extraction from open-source satellite imagery via super-resolution-based instance segmentation approach 

ISPRS Journal of Photogrammetry and Remote Sensing 195 129-152 2023年1月  査読有り

Development of current estimated household data and agent-based simulation of the future population distribution of households in Japan 

Computers, Environment and Urban Systems 98 101873-101873 2022年12月  

Modelling the behaviour of corporations during the flood damage recovery process using multi‐agent deep reinforcement learning 

Journal of Flood Risk Management 2022年8月6日  

サプライチェーンにおけるボトルネック企業の抽出モデル : 日本全国の企業間取引データへの適用—Bottleneck firm identification model in supply chain : Applying to large-scale inter-firm transaction data in Japan 

GIS-理論と応用 / 地理情報システム学会 編 30(1) 27-37 2022年6月  

A METHOD FOR REGIONAL ANALYSIS USING DEEP LEARNING BASED ON BIG DATA OF OMNIDIRECTIONAL IMAGES OF STREETS 

International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives 43(B4-2022) 545-552 2022年5月30日  

Road-reconstruction after multi-locational flooding in multi-agent deep RL with the consideration of human mobility - Case study: Western Japan flooding in 2018 - 

International Journal of Disaster Risk Reduction 70 2022年2月15日