Cover Image

MetaQAP - A Meta-Learning Approach for Quality-Aware Pretraining in Image Quality Assessment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ahmed, Nisar, Saleem, Gulshan, Alturki, Nazik, Alasbali, Nada
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition Image and Video Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Blind Image Quality Assessment Using Multi-Stream Architecture with Spatial and Channel Attention
by: Aslam, Muhammad Azeem, et al.
Published: (2023)

TRIQA: Image Quality Assessment by Contrastive Pretraining on Ordered Distortion Triplets
by: Sureddi, Rajesh, et al.
Published: (2025)

Semantically-Aware Game Image Quality Assessment
by: Zhu, Kai, et al.
Published: (2025)

Adapting Pretrained Networks for Image Quality Assessment on High Dynamic Range Displays
by: Chubarau, Andrei, et al.
Published: (2024)

Image Quality Assessment With Compressed Sampling
by: Liao, Ronghua, et al.
Published: (2024)

Causal Perception Inspired Representation Learning for Trustworthy Image Quality Assessment
by: Wang, Lei, et al.
Published: (2024)

Textural-Perceptual Joint Learning for No-Reference Super-Resolution Image Quality Assessment
by: Liu, Yuqing, et al.
Published: (2022)

Subjective Visual Quality Assessment for High-Fidelity Learning-Based Image Compression
by: Jenadeleh, Mohsen, et al.
Published: (2025)

UIF: An Objective Quality Assessment for Underwater Image Enhancement
by: Zheng, Yannan, et al.
Published: (2022)

No-Reference Image Quality Assessment with Global-Local Progressive Integration and Semantic-Aligned Quality Transfer
by: Wang, Xiaoqi, et al.
Published: (2024)

Mitigating Perception Bias: A Training-Free Approach to Enhance LMM for Image Quality Assessment
by: Chen, Baoliang, et al.
Published: (2024)

FluoCLIP: Stain-Aware Focus Quality Assessment in Fluorescence Microscopy
by: Park, Hyejin, et al.
Published: (2026)

Fundus Image Quality Assessment and Enhancement: a Systematic Review
by: Li, Heng, et al.
Published: (2025)

QMamba: On First Exploration of Vision Mamba for Image Quality Assessment
by: Guan, Fengbin, et al.
Published: (2024)

Bridging the Gap Between Saliency Prediction and Image Quality Assessment
by: Alexey, Kirillov, et al.
Published: (2024)

HAMIL-QA: Hierarchical Approach to Multiple Instance Learning for Atrial LGE MRI Quality Assessment
by: Sultan, K M Arefeen, et al.
Published: (2024)

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space
by: Lan, Xuting, et al.
Published: (2024)

Data Quality Matters: Quantifying Image Quality Impact on Machine Learning Performance
by: Steinhauser, Christian, et al.
Published: (2025)

K-Space-Aware Cross-Modality Score for Synthesized Neuroimage Quality Assessment
by: Xie, Guoyang, et al.
Published: (2023)

MetaFE-DE: Learning Meta Feature Embedding for Depth Estimation from Monocular Endoscopic Images
by: Lu, Dawei, et al.
Published: (2025)

Dual-Representation Interaction Driven Image Quality Assessment with Restoration Assistance
by: Yue, Jingtong, et al.
Published: (2024)

REQA: Coarse-to-fine Assessment of Image Quality to Alleviate the Range Effect
by: Li, Bingheng, et al.
Published: (2022)

AIGCOIQA2024: Perceptual Quality Assessment of AI Generated Omnidirectional Images
by: Yang, Liu, et al.
Published: (2024)

Subjective and Objective Quality Assessment of Non-Uniformly Distorted Omnidirectional Images
by: Yan, Jiebin, et al.
Published: (2025)

BRIQA: Balanced Reweighting in Image Quality Assessment of Pediatric Brain MRI
by: Almsouti, Alya, et al.
Published: (2025)

A Novel Distance-Based Metric for Quality Assessment in Image Segmentation
by: Rottmayer, Niklas, et al.
Published: (2025)

The Loop Game: Quality Assessment and Optimization for Low-Light Image Enhancement
by: Huang, Danni, et al.
Published: (2022)

Beyond Pixels: Medical Image Quality Assessment with Implicit Neural Representations
by: Özer, Caner, et al.
Published: (2025)

Black-box Adversarial Attacks Against Image Quality Assessment Models
by: Ran, Yu, et al.
Published: (2024)

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

Vision-Language Models vs Human: Perceptual Image Quality Assessment
by: Mehmood, Imran, et al.
Published: (2026)

Multi-task Feature Enhancement Network for No-Reference Image Quality Assessment
by: Yu, Li
Published: (2024)

PIGUIQA: A Physical Imaging Guided Perceptual Framework for Underwater Image Quality Assessment
by: Xian, Weizhi, et al.
Published: (2024)

Learned Scanpaths Aid Blind Panoramic Video Quality Assessment
by: Fan, Kanglong, et al.
Published: (2024)

Online Meta Adaptation for Variable-Rate Learned Image Compression
by: Jiang, Wei, et al.
Published: (2021)

Modular Blind Video Quality Assessment
by: Wen, Wen, et al.
Published: (2024)

Perception-oriented Bidirectional Attention Network for Image Super-resolution Quality Assessment
by: Li, Yixiao, et al.
Published: (2025)

Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment
by: Shumitskaya, Ekaterina, et al.
Published: (2024)

Perceptual Constancy Constrained Single Opinion Score Calibration for Image Quality Assessment
by: Wang, Lei, et al.
Published: (2024)

Enhancing Content Representation for AR Image Quality Assessment Using Knowledge Distillation
by: Sekhri, Aymen, et al.
Published: (2024)