3d gaussian splatting 1cross-view consistency 1geometry-aware representation 1multimodal reasoning 1quality assessment 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
SpatialQ: Understanding 3D Gaussian Splatting Scene Quality via Visual-based MLLM
Jingxuan Su, Shenglin Wang, Tiesong Zhao +2
The paper introduces SpatialQ, a multimodal framework that assesses the visual quality of 3D Gaussian Splatting scenes by combining view-specific image features, depth and point‑cl…
cs.CV2025
VGD: Visual Geometry Gaussian Splatting for Feed-Forward Surround-view Driving Reconstruction
Junhong Lin, Kangli Wang, Shunzhou Wang +3
Feed-forward surround-view autonomous driving scene reconstruction offers fast, generalizable inference ability, which faces the core challenge of ensuring generalization while ele…