zzc-1998

Point-cloud-quality-assessment

Collections of papers, databases, and codes targeted at point cloud quality assessment (PCQA), mesh quality assessment (MQA), 3D model quality assessment (3DQA).

MM-PCQA

Official repo for 'MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment' IJCAI2023

NR-3DQA

Point cloud version for "No-Reference Quality Assessment for 3D Colored Point Cloud and Mesh models".

MD-VQA

Backup repo for "MD-VQA: Multi-Dimensional Quality Assessment for UGC Live Videos"

GMS-3DQA

Official repo for "GMS-3DQA: Projection-based Grid Mini-patch Sampling for 3D Model Quality Assessment"

MLLM-QA-Papers-with-Code

Collections of papers and code for employing MLLM for quality assessment tasks.

SJTU-H3D

Official repo for "Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation"

NLIEE

This is the code for the paper "A No-reference Evaluation Metric for Low-light Image Enhancement "

CGIQA6K

Offcial repo for 'Subjective and Objective Quality Assessment for in-the-Wild Computer Graphics Images'

VQA_PC

Treating point cloud as moving camera videos: a no-reference quality assessment metric

RR-DHQA

Official repo for "A Reduced-Reference Quality Assessment Metric for Textured Mesh Digital Humans", ICASSP 2024.

VP_PCQA

Official repo for "Optimizing Projection-based Point Cloud Quality Assessment with Human Preferred Viewpoints Selection"

DHHQA

Official access to 'Perceptual Quality Assessment for Digital Human Heads'

CG_GUI

CGIQA-1K2

Download links for "Subjective Quality Assessment for Images Generated by Computer Graphics"

Q-Bench

TL, DR: A systematic benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.

Q-Instruct

TL, DR: Low-level visual instruction tuning, with dataset and fine-tuned checkpoints.

BVQI

[ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.

Co-Instruct

④[Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a benchmark.

consistency

image consistency

DDH-QA

Official repo for 'DDH-QA: A Dynamic Digital Humans Quality Assessment Database'

FGCQA

markGUI

Marking for the same sences from different phone

video_af

zzc-1998

zzc-1998.github.io

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