Cover Image

MUGSQA: Novel Multi-Uncertainty-Based Gaussian Splatting Quality Assessment Method, Dataset, and Benchmarks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Tianang, Jin, Jian, Cai, Shilv, Li, Zhuangzi, Lin, Weisi
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

R4-CGQA: Retrieval-based Vision Language Models for Computer Graphics Image Quality Assessment
by: Li, Zhuangzi, et al.
Published: (2026)

Compressed Feature Quality Assessment: Dataset and Baselines
by: Gao, Changsheng, et al.
Published: (2025)

Scaling Audio-Visual Quality Assessment Dataset via Crowdsourcing
by: Yang, Renyu, et al.
Published: (2026)

QD-PCQA: Quality-Aware Domain Adaptation for Point Cloud Quality Assessment
by: Zhang, Guohua, et al.
Published: (2026)

A Benchmark for Gaussian Splatting Compression and Quality Assessment Study
by: Yang, Qi, et al.
Published: (2024)

GT-PCQA: Geometry-Texture Decoupled Point Cloud Quality Assessment with MLLM
by: Zhang, Guohua, et al.
Published: (2026)

Perceptual Quality Assessment of 3D Gaussian Splatting: A Subjective Dataset and Prediction Metric
by: Wan, Zhaolin, et al.
Published: (2025)

Image Quality Assessment for Machines: Paradigm, Large-scale Database, and Models
by: Wang, Xiaoqi, et al.
Published: (2025)

GS-QA: Comprehensive Quality Assessment Benchmark for Gaussian Splatting View Synthesis
by: Martin, Pedro, et al.
Published: (2025)

SceneSplat++: A Large Dataset and Comprehensive Benchmark for Language Gaussian Splatting
by: Ma, Mengjiao, et al.
Published: (2025)

Predictive Photometric Uncertainty in Gaussian Splatting for Novel View Synthesis
by: Galappaththige, Chamuditha Jayanga, et al.
Published: (2026)

Gaussians on a Diet: High-Quality Memory-Bounded 3D Gaussian Splatting Training
by: Zhang, Yangming, et al.
Published: (2026)

Benchmarking Multi-dimensional AIGC Video Quality Assessment: A Dataset and Unified Model
by: Zhang, Zhichao, et al.
Published: (2024)

Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning
by: Lu, Yiting, et al.
Published: (2025)

Uncertainty-Aware 4D Gaussian Splatting for Monocular Occluded Human Rendering
by: Wang, Weiquan, et al.
Published: (2026)

A Comprehensive Survey of Action Quality Assessment: Method and Benchmark
by: Zhou, Kanglei, et al.
Published: (2024)

AgenticIQA: An Agentic Framework for Adaptive and Interpretable Image Quality Assessment
by: Zhu, Hanwei, et al.
Published: (2025)

Benchmarking Single-Step Inpainting Methods for Multi-Object 3D Gaussian Splatting Scenes
by: Dröge, Finn, et al.
Published: (2026)

Divide-and-Conquer: Dual-Hierarchical Optimization for Semantic 4D Gaussian Spatting
by: Yan, Zhiying, et al.
Published: (2025)

Fast Feedforward 3D Gaussian Splatting Compression
by: Chen, Yihang, et al.
Published: (2024)

PCGS: Progressive Compression of 3D Gaussian Splatting
by: Chen, Yihang, et al.
Published: (2025)

PRIMU: Uncertainty Estimation for Novel Views in Gaussian Splatting from Primitive-Based Representations of Error and Coverage
by: Gottwald, Thomas, et al.
Published: (2025)

Drone-assisted Road Gaussian Splatting with Cross-view Uncertainty
by: Zhang, Saining, et al.
Published: (2024)

GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting
by: Huang, Xiufeng, et al.
Published: (2024)

MVGS: Multi-view Regulated Gaussian Splatting for Novel View Synthesis
by: Du, Xiaobiao, et al.
Published: (2024)

Large Images are Gaussians: High-Quality Large Image Representation with Levels of 2D Gaussian Splatting
by: Zhu, Lingting, et al.
Published: (2025)

RaindropGS: A Benchmark for 3D Gaussian Splatting under Raindrop Conditions
by: Teng, Zhiqiang, et al.
Published: (2025)

Enhancing Descriptive Image Quality Assessment with A Large-scale Multi-modal Dataset
by: You, Zhiyuan, et al.
Published: (2024)

OmniQuality-R: Advancing Reward Models Through All-Encompassing Quality Assessment
by: Lu, Yiting, et al.
Published: (2025)

VoxelSplat: Dynamic Gaussian Splatting as an Effective Loss for Occupancy and Flow Prediction
by: Zhu, Ziyue, et al.
Published: (2025)

HAC++: Towards 100X Compression of 3D Gaussian Splatting
by: Chen, Yihang, et al.
Published: (2025)

ShapeSplat: A Large-scale Dataset of Gaussian Splats and Their Self-Supervised Pretraining
by: Ma, Qi, et al.
Published: (2024)

Planar Gaussian Splatting
by: Zanjani, Farhad G., et al.
Published: (2024)

SurfaceSplat: Connecting Surface Reconstruction and Gaussian Splatting
by: Gao, Zihui, et al.
Published: (2025)

You Only Train Once: A Unified Framework for Both Full-Reference and No-Reference Image Quality Assessment
by: Yun, Yi Ke, et al.
Published: (2023)

A Mixed-Primitive-based Gaussian Splatting Method for Surface Reconstruction
by: Qu, Haoxuan, et al.
Published: (2025)

Q-Bench-Video: Benchmarking the Video Quality Understanding of LMMs
by: Zhang, Zicheng, et al.
Published: (2024)

Evolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models
by: Wang, Xiyu, et al.
Published: (2024)

A Novel Riemannian Sparse Representation Learning Network for Polarimetric SAR Image Classification
by: Shi, Junfei, et al.
Published: (2025)

Realistic Surgical Image Dataset Generation Based On 3D Gaussian Splatting
by: Zeng, Tianle, et al.
Published: (2024)