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members:xiya [2023/12/14 09:48] Dr. Yan Xia |
members:xiya [2024/01/22 16:26] (current) Dr. Yan Xia |
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| ==== About ===== | ==== About ===== | ||
| - | My research interests focus on 3D scene understanding, | + | My research interests focus on understanding |
| ==== Open Research Projects ===== | ==== Open Research Projects ===== | ||
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| I always offer the Master Thesis / IDP / Guided Research project related to 3D scene understanding. | I always offer the Master Thesis / IDP / Guided Research project related to 3D scene understanding. | ||
| - | **3D Reconstruction and Decomposition with Deep Learning** | + | **3D localization in a city-scale environment** |
| - | Imagine the ability to reposition a chair or animate a flying broomstick within a 3D virtual room; such capabilities would provide users with the power to dynamically edit real-world scenarios at their fingertips, offering new perspectives of object visualization. This project aims to markedly enhance the accuracy of decomposition and interpolation in 3D data, by exploring the potential of state-of-the-art techniques. | + | **3D semantic segmentation ** |
| - | This project is mentored by me and Dr. Chuanxia Zheng (VGG, University of Oxford). | + | **3D shape completion ** |
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| - | If you fulfill the following requirements, | + | **3D reconstruction ** |
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| + | **3D object detection | ||
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| + | If you fulfill the following requirements, | ||
| * Good background in math and excellent grades; | * Good background in math and excellent grades; | ||
| * Self-motivated and strongly interested in publishing top venues like CVPR, NeurIPS, or others. | * Self-motivated and strongly interested in publishing top venues like CVPR, NeurIPS, or others. | ||
