Research field (1)：
Civil engineering (planning and transportation)
Research keywords (1)：
Photogrammetry;Remote Sensing;3D Reconstruction;
Research theme for competitive and other funds (3)：
2023 - 2026 Multi-task learning based post-disaster mapping via multi-modal remote sensing observations
2022 - 2025 Heterogeneous Graph Neural Network based Federated Mobile Crowdsensing
2019 - 2022 A study of satellite-based mapping of real estate price and its applications
Papers (31)：
Wei Yuan, Weihang Ran, Bruno Adriano, Ryosuke Shibasaki, Shunichi Koshimura. The Performance of the Optical Flow Field based Dense Image Matching for UAV Imagery. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences. 2024. X-4-2024. 433-440
Wei Yuan, Yang Cai, Jonathan Li. Hybrid Network-Based Automatic Seamline Detection for Orthophoto Mosaicking. IEEE Transactions on Geoscience and Remote Sensing. 2024. 62. 1-14
Ye Gong, Pengwei Zhou, Changfeng Liu, Yan Yu, Jian Yao, Wei Yuan, Li Li. A cluster-based disambiguation method using pose consistency verification for structure from motion. ISPRS Journal of Photogrammetry and Remote Sensing. 2024
Zipei Fan, Guixu Lin, Wei Yuan, Ryosuke Shibasaki, Pengpeng E, Xuan Song 0001. Exploring intercity regional similarity using worldwide location-based social network data (demo paper). SIGSPATIAL/GIS. 2022. 104-4
Lectures and oral presentations (16)：
The Performance of the Optical Flow Field based Dense Image Matching for UAV Imagery
(ISPRS Technical Commission IV Symposium 2024 2024)
Active Polygon-based Building Outline Extraction from High-resolution Aerial Images
(ISPRS Geospatial Week 2023 2023)
Hybrid Feature Embedding for Automatic Building Outline Extraction
(IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium 2023)
Graph Encoding based Hybrid Vision Transformer for Automatic Road Network Extraction
(IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium 2023)
Few-Shot Depth Completion Using Denoising Diffusion Probabilistic Model
(IEEE/CVF Conference on Computer Vision and Pattern Recognition 2023)
2015 - 2018 The University of Tokyo The Graduate School of Engineering Department of Civil Engineering
2014 - 2015 The University of Tokyo The Graduate School of Engineering Department of Civil Engineering
Professional career (3)：
Ph.D (The University of Tokyo)
Master of Engineering (The University of Tokyo)
Doctor of Engineering (Wuhan University)
Work history (3)：
2024/02 - 現在 Tohoku University
2020/03 - 2024/02 The University of Tokyo
2018/10 - 2020/03 東京大学
Awards (2)：
2024/10 - International Society of Photogrammetry and Remote Sensing Commission IV Best Young Researcher Award The Performance of the Optical Flow Field based Dense Image Matching for UAV Imagery
2022/06 - International Society for Photogrammetry and Remote Sensing Best Young Author paper award Learning Social Compliant Multi-Modal Distributions of Human Path in Crowds
Association Membership(s) (4)：
IEEE
, IEEE Geoscience and Remote Sensing Society
, American Society for Photogrammetry and Remote Sensing
, International Society of Photogrammetry and Remote Sensing
