Cover Image

Perceptual Quality Assessment of 3D Gaussian Splatting: A Subjective Dataset and Prediction Metric

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wan, Zhaolin, Diao, Yining, Xu, Jingqi, Wang, Hao, Li, Zhiyang, Fan, Xiaopeng, Zuo, Wangmeng, Zhao, Debin
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

S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting
by: Wan, Yecong, et al.
Published: (2025)

SplatWeaver: Learning to Allocate Gaussian Primitives for Generalizable Novel View Synthesis
by: Wan, Yecong, et al.
Published: (2026)

SceneDreamer360: Text-Driven 3D-Consistent Scene Generation with Panoramic Gaussian Splatting
by: Li, Wenrui, et al.
Published: (2024)

LG-HCC: Local Geometry-Aware Hierarchical Context Compression for 3D Gaussian Splatting
by: Deng, Xuan, et al.
Published: (2026)

DOC-GS: Dual-Domain Observation and Calibration for Reliable Sparse-View Gaussian Splatting
by: Li, Hantang, et al.
Published: (2026)

MDIQA: Unified Image Quality Assessment for Multi-dimensional Evaluation and Restoration
by: Yao, Shunyu, et al.
Published: (2025)

GScomp-QA: A Subjective Dataset for Quality Assessment of Compressed Gaussian Splatting
by: Martin, Pedro, et al.
Published: (2026)

PairDropGS: Paired Dropout-Induced Consistency Regularization for Sparse-View Gaussian Splatting
by: Li, Hantang, et al.
Published: (2026)

Bridging Geometry-Coherent Text-to-3D Generation with Multi-View Diffusion Priors and Gaussian Splatting
by: Yang, Feng, et al.
Published: (2025)

Probability-based Distance Estimation Model for 3D DV-Hop Localization in WSNs
by: Wang, Penghong, et al.
Published: (2024)

RoamScene3D: Immersive Text-to-3D Scene Generation via Adaptive Object-aware Roaming
by: Chu, Jisheng, et al.
Published: (2026)

Deblur4DGS: 4D Gaussian Splatting from Blurry Monocular Video
by: Wu, Renlong, et al.
Published: (2024)

Drop-In Perceptual Optimization for 3D Gaussian Splatting
by: Ozyilkan, Ezgi, et al.
Published: (2026)

MTLSI-Net: A Linear Semantic Interaction Network for Parameter-Efficient Multi-Task Dense Prediction
by: Liu, Chen, et al.
Published: (2026)

Subjective-Aligned Dataset and Metric for Text-to-Video Quality Assessment
by: Kou, Tengchuan, et al.
Published: (2024)

Efficient Density Control for 3D Gaussian Splatting
by: Deng, Xiaobin, et al.
Published: (2024)

Color3D: Controllable and Consistent 3D Colorization with Personalized Colorizer
by: Wan, Yecong, et al.
Published: (2025)

Image Statistics Predict the Sensitivity of Perceptual Quality Metrics
by: Hepburn, Alexander, et al.
Published: (2023)

Improving Densification in 3D Gaussian Splatting for High-Fidelity Rendering
by: Deng, Xiaobin, et al.
Published: (2025)

Gradient-Driven Natural Selection for Compact 3D Gaussian Splatting
by: Deng, Xiaobin, et al.
Published: (2025)

GFix: Perceptually Enhanced Gaussian Splatting Video Compression
by: Teng, Siyue, et al.
Published: (2025)

Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting
by: Zhou, Hongbi, et al.
Published: (2025)

GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian Splatting
by: Yang, Chen, et al.
Published: (2024)

MetricDepth: Enhancing Monocular Depth Estimation with Deep Metric Learning
by: Liu, Chunpu, et al.
Published: (2024)

NAS-GS: Noise-Aware Sonar Gaussian Splatting
by: Xu, Shida, et al.
Published: (2026)

S2AM3D: Scale-controllable Part Segmentation of 3D Point Clouds
by: Su, Han, et al.
Published: (2025)

PocketGS: On-Device Training of 3D Gaussian Splatting for High Perceptual Modeling
by: Guo, Wenzhi, et al.
Published: (2026)

Aes3D: Aesthetic Assessment in 3D Gaussian Splatting
by: Xu, Chuanzhi, et al.
Published: (2026)

FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models
by: Xu, Wan, et al.
Published: (2023)

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

Motion-aware 3D Gaussian Splatting for Efficient Dynamic Scene Reconstruction
by: Guo, Zhiyang, et al.
Published: (2024)

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

ESCT3D: Efficient and Selectively Controllable Text-Driven 3D Content Generation with Gaussian Splatting
by: Wu, Huiqi, et al.
Published: (2025)

MUGSQA: Novel Multi-Uncertainty-Based Gaussian Splatting Quality Assessment Method, Dataset, and Benchmarks
by: Chen, Tianang, et al.
Published: (2025)

Hybrid Image Resolution Quality Metric (HIRQM):A Comprehensive Perceptual Image Quality Assessment Framework
by: Mondem, Vineesh Kumar Reddy
Published: (2025)

Lightweight Predictive 3D Gaussian Splats
by: Cao, Junli, et al.
Published: (2024)

Region-Level Context-Aware Multimodal Understanding
by: Wei, Hongliang, et al.
Published: (2025)

PVINet: Point-Voxel Interlaced Network for Point Cloud Compression
by: Deng, Xuan, et al.
Published: (2025)

DV-Hop localization based on Distance Estimation using Multinode and Hop Loss in WSNs
by: Wang, Penghong, et al.
Published: (2024)

Evaluating Human Perception of Novel View Synthesis: Subjective Quality Assessment of Gaussian Splatting and NeRF in Dynamic Scenes
by: Zhang, Yuhang, et al.
Published: (2025)