Jiapan Wang

M.Sc. Jiapan Wang

Technische Universität München

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Research Interest

4D Point Cloud Processing
Deep Learning for Spatiotemporal Data
Topographic Dynamics Analysis
GeoAI Applications

Project

Publication

2025

Wang, Jiapan; Anders, Katharina: Unsupervised Deep Clustering on Spatiotemporal Objects Extracted from 4D Point Clouds for Automatic Identification of Topographic Processes in Natural Environments. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences X-G-2025, 2025, 929-936 mehr…
Wang, Jiapan; Eskandari, Rasoul; Lin, ChengHan; Mészáros, János; Obrecht, Laura; Rowe, Evangeline; Salzinger, Jules; Rutzinger, Martin; Mayr, Andreas: Investigation of Riverbank Peat Erosion in a small Alpine catchment by Multi-Temporal Point Cloud Change Analysis and Time Series Clustering. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences X-G-2025, 2025, 937-944 mehr…
Winiwarter, Lukas; Schulte, Frederik; Wang, Jiapan; Zhang, Qilin; Anders, Katharina; Jutzi, Boris: Assessing the Potential of Neural Radiance Fields and Gaussian Splatting for Change Detection and Change Quantification. 6th Joint International Symposium on Deformation Monitoring (JISDM 2025), Karlsruhe, 07.-09.04.2025, Karlsruher Institut für Technologie (KIT), 2025 mehr…
Wysocki, Olaf; Schwab, Benedikt; Biswanath, Manoj Kumar; Greza, Michael; Zhang, Qilin; Zhu, Jingwei; Froech, Thomas; Heeramaglore, Medhini; Hijazi, Ihab; Kanna, Khaoula; Pechinger, Mathias; Chen, Zhaiyu; Sun, Yao; Segura, Alejandro Rueda; Xu, Ziyang; AbdelGafar, Omar; Mehranfar, Mansour; Yeshwanth, Chandan; Liu, Yueh-Cheng; Yazdi, Hadi; Wang, Jiapan; Auer, Stefan; Anders, Katharina; Bogenberger, Klaus; Borrmann, Andre; Dai, Angela; Hoegner, Ludwig; Holst, Christoph; Kolbe, Thomas H.; Ludwig, Ferdinand; Nießner, Matthias; Petzold, Frank; Zhu, Xiao Xiang; Jutzi, Boris: TUM2TWIN: Introducing the Large-Scale Multimodal Urban Digital Twin Benchmark Dataset. arXiv, 2025 mehr…

2023

Li, Hao; Wang, Jiapan; Zollner, Johann Maximilian; Mai, Gengchen; Lao, Ni; Werner, Martin: Rethink Geographical Generalizability with Unsupervised Self-Attention Model Ensemble: A Case Study of OpenStreetMap Missing Building Detection in Africa. Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, ACM, 2023 mehr…
Wang, Jiapan: Towards GeoAI as a Containerized Microservice. Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, ACM, 2023 mehr…