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Tian-Xing Xu

4 accepted papers

2025

GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors

ICCV 2025poster

Despite remarkable advancements in video depth estimation, existing methods fall short in geometric fidelity due to their affine-invariant predictions, restricting their applicability in reconstruction and other metrically grounded downstream tasks. We propose a novel point map Variational Autoencod…

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2025

SVG-Head: Hybrid Surface-Volumetric Gaussians for High-Fidelity Head Reconstruction and Real-Time Editing

ICCV 2025poster

Creating high-fidelity and editable head avatars is a pivotal challenge in computer vision and graphics, boosting many AR/VR applications. While recent advancements have achieved photorealistic renderings and plausible animation, head editing, especially real-time appearance editing, remains challen…

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2023

CXTrack: Improving 3D Point Cloud Tracking With Contextual Information

CVPR 2023poster

3D single object tracking plays an essential role in many applications, such as autonomous driving. It remains a challenging problem due to the large appearance variation and the sparsity of points caused by occlusion and limited sensor capabilities. Therefore, contextual information across two cons…

Cited by 42Source ↗PDF ↗Scholar ↗
2023

MBPTrack: Improving 3D Point Cloud Tracking with Memory Networks and Box Priors

ICCV 2023poster

3D single object tracking has been a crucial problem for decades with numerous applications such as autonomous driving. Despite its wide-ranging use, this task remains challenging due to the significant appearance variation caused by occlusion and size differences among tracked targets. To address t…

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