yao.wei@utwente.nl
PhD candidate at University of Twente
7522NH Enschede, The Netherlands
[GoogleScholar] [ResearchGate] [LinkedIn] [ORCID]
More details can be found through my resume
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Yao WEI yao.wei@utwente.nl PhD candidate at University of Twente 7522NH Enschede, The Netherlands [GoogleScholar] [ResearchGate] [LinkedIn] [ORCID] More details can be found through my resume |
I am a PhD candidate at the Department of Earth Observation Science (EOS), Faculty ITC, University of Twente, Enschede, The Netherlands, under the supervision of Prof. George Vosselman. Meanwhile, I am a member of the Scene Understanding Group (SUG) led by Prof. Michael Ying Yang at University of Bath, Bath, UK. Since June 2024, I am a Visiting Scientist at Italian Institute of Technology (IIT), Genoa, Italy, working with researchers of the Pattern Analysis and Computer Vision (PAVIS) headed by Dr. Alessio Del Bue. My research interests include machine learning, 3D scene understanding and deep generative models.
Before that, I worked in road extraction from aerial and satellite images using deep learning techniques (Master Thesis), advised by Prof. Shunping Ji. I received the M.S. degree in photogrammetry and remote sensing from Wuhan University, Wuhan, China, and the B.S. degree in geographic information science from China University of Petroleum, Qingdao, China.
If you are interested in my research or have any use cases that you would like to collaborate on, feel free to contact me!
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Yao Wei, Matteo Toso, Pietro Morerio, Michael Ying Yang, Alessio Del Bue ... 3D Scene Synthesis ... 2024 Under Review [Homepage] |
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Yao Wei, Martin Renqiang Min, George Vosselman, Li Erran Li, Michael Ying Yang Planner3D: LLM-enhanced Graph Prior Meets 3D Indoor Scene Explicit Regularization 2024 Under Review [Homepage] |
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Yao Wei, George Vosselman, Michael Ying Yang BuilDiff: 3D Building Shape Generation using Single-Image Conditional Point Cloud Diffusion Models 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) [Preprint] [Paper] [Code] |
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Yao Wei, George Vosselman, Michael Ying Yang Flow-based GAN for 3D Point Cloud Generation from a Single Image 2022 British Machine Vision Conference (BMVC) [Preprint] [Paper] [Code] |
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Jingjing Yan, Shunping Ji, Yao Wei A Combination of Convolutional and Graph Neural Networks for Regularized Road Surface Extraction 2022 IEEE Transactions on Geoscience and Remote Sensing (TGRS) |
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Yao Wei, Shunping Ji Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images 2021 IEEE Transactions on Geoscience and Remote Sensing (TGRS) [Preprint] [Paper] [Code] 🏆ESI Highly Cited Paper (Top 1%) |
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Yao Wei, Kai Zhang, Shunping Ji Simultaneous Road Surface and Centerline Extraction From Large-Scale Remote Sensing Images Using CNN-Based Segmentation and Tracing 2020 IEEE Transactions on Geoscience and Remote Sensing (TGRS) [Paper] [Code] |
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Yao Wei, Kai Zhang, Shunping Ji Road Network Extraction from Satellite Images Using CNN Based Segmentation and Tracing 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS) [Paper] [Code] |
