[official] Quality Assessment of In-the-Wild Videos (ACM MM 2019)
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Updated
Nov 22, 2022 - Python
[official] Quality Assessment of In-the-Wild Videos (ACM MM 2019)
③[ICML2024] [IQA, IAA, VQA] All-in-one Foundation Model for visual scoring. Can efficiently fine-tune to downstream datasets.
A resource list and performance benchmark for blind video quality assessment (BVQA) models on user-generated content (UGC) datasets. [IEEE TIP'2021] "UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content", Zhengzhong Tu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik
[ACMMM Oral, 2023] "Towards Explainable In-the-wild Video Quality Assessment: A Database and a Language-Prompted Approach"
A Deep Learning based No-reference Quality Assessment Model for UGC Videos
[ICME 2023 Oral, Extended to TIP (UR)] The best zero-shot VQA approach that even outperforms several fully-supervised methods.
A video quality MOS prediction model for videoconferencing calls that takes temporal distortions into account
Deep Learning based Full-reference and No-reference Quality Assessment Models for Compressed UGC Videos
2BiVQA is a no-reference deep learning based video quality assessment metric.
Fast Blind Natural Video Quality (V-BLIINDS)
Official implementation for "CONVIQT: Contrastive Video Quality Estimator"
Official implementation for "ST-GREED: Space-Time Generalized EntropicDifferences for Frame Rate Dependent VideoQuality"
Official Implementation of WACV 2024 Paper "HIDRO-VQA : High Dynamic Range Oracle for Video Quality Assessment"
[IEEE PCS'2022] "FloLPIPS: A Bespoke Video Quality Metric for Frame Interpoation", Duolikun Danier, Fan Zhang, David Bull
Enhancing Blind Video Quality Assessment with Rich Quality-aware Features
Implementation of ChipQA (https://ieeexplore.ieee.org/document/9540785)
Best Practices for Initializing Image and Video Quality Assessment Models
Analysis of video quality datasets via design of minimalistic video quality models
Using attention network to extend image quality assessment algorithms for video quality assessment
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