Cover Image

A Lightweight Parallel Framework for Blind Image Quality Assessment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Huang, Qunyue, Fang, Bin
Format:	Preprint
Published:	2024
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

A Lightweight Multi-Metric No-Reference Image Quality Assessment Framework for UAV Imaging
by: Aglin, Koffi Titus Sergio, et al.
Published: (2026)

Computational Analysis of Degradation Modeling in Blind Panoramic Image Quality Assessment
by: Yan, Jiebin, et al.
Published: (2025)

Viewport-Unaware Blind Omnidirectional Image Quality Assessment: A Flexible and Effective Paradigm
by: Yan, Jiebin, et al.
Published: (2025)

Scale Contrastive Learning with Selective Attentions for Blind Image Quality Assessment
by: Hu, Runze, et al.
Published: (2024)

RL-ScanIQA: Reinforcement-Learned Scanpaths for Blind 360°Image Quality Assessment
by: Wang, Yujia, et al.
Published: (2026)

Multi-Modal Prompt Learning on Blind Image Quality Assessment
by: Pan, Wensheng, et al.
Published: (2024)

Feature Denoising Diffusion Model for Blind Image Quality Assessment
by: Li, Xudong, et al.
Published: (2024)

DR.Experts: Differential Refinement of Distortion-Aware Experts for Blind Image Quality Assessment
by: Fu, Bohan, et al.
Published: (2026)

Content-Distortion High-Order Interaction for Blind Image Quality Assessment
by: Liu, Shuai, et al.
Published: (2025)

Viewport-Unaware Blind Omnidirectional Image Quality Assessment: A Unified and Generalized Approach
by: Yan, Jiebin, et al.
Published: (2026)

Building Reasonable Inference for Vision-Language Models in Blind Image Quality Assessment
by: Li, Yuan, et al.
Published: (2025)

Understanding Pure Textual Reasoning for Blind Image Quality Assessment
by: Li, Yuan, et al.
Published: (2026)

Max360IQ: Blind Omnidirectional Image Quality Assessment with Multi-axis Attention
by: Yan, Jiebin, et al.
Published: (2025)

A Lightweight Ensemble-Based Face Image Quality Assessment Method with Correlation-Aware Loss
by: Hamidi, MohammadAli, et al.
Published: (2025)

Guiding Perception-Reasoning Closer to Human in Blind Image Quality Assessment
by: Li, Yuan, et al.
Published: (2025)

AIM 2024 Challenge on UHD Blind Photo Quality Assessment
by: Hosu, Vlad, et al.
Published: (2024)

MSPT: A Lightweight Face Image Quality Assessment Method with Multi-stage Progressive Training
by: Xiao, Xiongwei, et al.
Published: (2025)

DP-IQA: Utilizing Diffusion Prior for Blind Image Quality Assessment in the Wild
by: Fu, Honghao, et al.
Published: (2024)

Automated Quality Assessment of Blind Sweep Obstetric Ultrasound for Improved Diagnosis
by: Bhandari, Prasiddha, et al.
Published: (2026)

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

IQPFR: An Image Quality Prior for Blind Face Restoration and Beyond
by: Hu, Peng, et al.
Published: (2025)

LEGNet: A Lightweight Edge-Gaussian Network for Low-Quality Remote Sensing Image Object Detection
by: Lu, Wei, et al.
Published: (2025)

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

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

TuningIQA: Fine-Grained Blind Image Quality Assessment for Livestreaming Camera Tuning
by: Sheng, Xiangfei, et al.
Published: (2025)

Task-Specific Normalization for Continual Learning of Blind Image Quality Models
by: Zhang, Weixia, et al.
Published: (2021)

MILO: A Lightweight Perceptual Quality Metric for Image and Latent-Space Optimization
by: Çoğalan, Uğur, et al.
Published: (2025)

iDiff: Interpretable Difference-aware Framework for Pairwise Image Quality Assessment
by: Yue, Xinli, et al.
Published: (2026)

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

DEFNet: Multitasks-based Deep Evidential Fusion Network for Blind Image Quality Assessment
by: Lou, Yiwei, et al.
Published: (2025)

Burst Image Quality Assessment: A New Benchmark and Unified Framework for Multiple Downstream Tasks
by: Liang, Xiaoye, et al.
Published: (2025)

Contrastive Local Manifold Learning for No-Reference Image Quality Assessment
by: Huang, Zihao, et al.
Published: (2024)

Study of the effect of Sharpness on Blind Video Quality Assessment
by: Prabhu, Anantha, et al.
Published: (2024)

Vision Language Modeling of Content, Distortion and Appearance for Image Quality Assessment
by: Zhou, Fei, et al.
Published: (2024)

UARE: A Unified Vision-Language Model for Image Quality Assessment, Restoration, and Enhancement
by: Li, Weiqi, et al.
Published: (2025)

A Lightweight Face Quality Assessment Framework to Improve Face Verification Performance in Real-Time Screening Applications
by: Ibrahim, Ahmed Aman, et al.
Published: (2025)

DVLTA-VQA: Decoupled Vision-Language Modeling with Text-Guided Adaptation for Blind Video Quality Assessment
by: Yu, Li, et al.
Published: (2025)

Q-DeepSight: Incentivizing Thinking with Images for Image Quality Assessment and Refinement
by: Li, Xudong, et al.
Published: (2026)

Exploring Instruction Data Quality for Explainable Image Quality Assessment
by: Li, Yunhao, et al.
Published: (2025)

LUIEO: A Lightweight Model for Integrating Underwater Image Enhancement and Object Detection
by: Li, Bin, et al.
Published: (2024)