Feng
Dr.-Ing.
Yu Feng
Postal address
Arcisstr. 21
80333 München
Teaching
- Image Analysis for Mapping (winter - Cartography M.Sc.)
- Geodetic Seminar (winter - Geodesy and Geoinformation M.Sc.)
- Seminar Cartography (winter - Geodesy and Geoinformation M.Sc.)
- Spatial Data Integration (summer - Geodesy and Geoinformation M.Sc.)
- Supervision of master thesis
Research Interest
- Geospatial artificial intelligence (GeoAI) and question answering
- Volunteered Geographic Information (VGI) - social media for disaster monitoring
- Cartographic Generalization with deep learning methods
- Mobile Laser Scanning (MLS) data processing and modelling
External grants
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NFDI4Earth Incubator Projects
Prompt accessed GeoQAmap for Earth Data, DFG funded NFDI4Earth. (PI, 2023-2024)
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ISPRS scientific initiatives
BeBaOI: Benchmark and Baseline Methods for Determining Overlapping Images, International Society for Photogrammetry and Remote Sensing (ISPRS), (2nd co-PI with Xin Wang, Wuhan University, 2023-2024).
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TUM Global Incentive Fund
Knowledge discovery and visual analysis for urban mobility data in Munich and Helsinki, TUM lobal & Alumni Office, (2nd co-PI with Liqiu Meng, 2023-2024).
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NFDI4Earth Educational Pilots
An open-access and interactive coding platform to facilitate e-learning in Geospatial Data Analysis (Coding4Geo), DFG funded NFDI4Earth. (PI, 2022-2023)
Selected publications
Full publication list please refer to Google scholar.
- Yu Feng*, Yiming Xu, Yan Xia, Claus Brenner, Monika Sester. Gap completion in point cloud scene occluded by vehicles using SGC-Net. ISPRS Journal of Photogrammetry and Remote Sensing, 2024.
- Yu Feng*, Xiao Huang & Monika Sester. Extraction and analysis of natural disaster-related VGI from social media: review, opportunities and challenges. International Journal of Geographical Information Science, 2022.
- Yu Feng*, Qing Xiao, Claus Brenner, Aaron Peche, Juntao Yang, Udo Feuerhake & Monika Sester. Deter mination of building flood risk maps from lidar mobile mapping data. Computers, Environment and Urban Systems, 2022.
- Yu Feng*, Claus Brenner & Monika Sester. Flood severity mapping from volunteered geographic information by interpreting water level from images containing people: A case study of Hurricane Harvey. ISPRS Journal of Photogrammetry and Remote Sensing, 2020. (featured article of issue Nov. 2020).
- Yu Feng*, Frank Thiemann & Monika Sester. Learning cartographic building generalization with deep convolutional neural networks. ISPRS International Journal of Geo-Information, 2019.
- Yu Feng* & Monika Sester. Extraction of pluvial flood relevant volunteered geographic information (VGI) by deep learning from user generated texts and photos. ISPRS International Journal of Geo-Information, 2018.
