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Jin Xie*

3 accepted papers

2024

Diff-Reg: Diffusion Model in Doubly Stochastic Matrix Space for Registration Problem

ECCV 2024poster

"Establishing reliable correspondences is essential for 3D and 2D-3D registration tasks. Existing methods commonly leverage geometric or semantic point features to generate potential correspondences. However, these features may face challenges such as large deformation, scale inconsistency, and ambi…

2024

FastPCI: Motion-Structure Guided Fast Point Cloud Frame Interpolation

ECCV 2024poster

"Point cloud frame interpolation is a challenging task that involves accurate scene flow estimation across frames and maintaining the geometry structure. Prevailing techniques often rely on pre-trained motion estimators or intensive testing-time optimization, resulting in compromised interpolation a…

2024

Text2LiDAR: Text-guided LiDAR Point Clouds Generation via Equirectangular Transformer

ECCV 2024poster

"The complex traffic environment and various weather conditions make the collection of LiDAR data expensive and challenging. Achieving high-quality and controllable LiDAR data generation is urgently needed, controlling with text is a common practice, but there is little research in this field. To th…