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Jinhui Guo

3 accepted papers

2026

TrackGS: Optimizing COLMAP-Free 3D Gaussian Splatting with Global Track Constraints

AAAI 2026technical

We present TrackGS, a novel method to integrate global feature tracks with 3D Gaussian Splatting (3DGS) for COLMAP-free novel view synthesis. While 3DGS delivers impressive rendering quality, its reliance on accurate precomputed camera parameters remains a significant limitation. Existing COLMAP-fre

Cited by 0SourcePDFScholar
2025

SD-VLM: Spatial Measuring and Understanding with Depth-Encoded Vision-Language Models

NeurIPS 2025poster

While vision language models (VLMs) excel in 2D semantic visual understanding, their ability to quantitatively reason about 3D spatial relationships remains underexplored due to the deficiency of spatial representation ability of 2D images. In this paper, we analyze the problem hindering VLMs’ spat…

Cited by 0SourcecodeScholar