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.CV2026
GP-GS: Gaussian Processes Densification for 3D Gaussian Splatting
Zhihao Guo, Jingxuan Su, Chenghao Qian +8
3D Gaussian Splatting (3DGS) enables photorealistic rendering but suffers from artefacts due to sparse Structure-from-Motion (SfM) initialisation. To address this limitation, we pr…