Reduced-reference image deblurring quality assessment based on multi-scale feature enhancement and aggregation

VCRNet: Visual Compensation Restoration Network for No-Reference Image Quality Assessment

(2022) Zhaoqing Pan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

PVT v2: Improved baselines with Pyramid Vision Transformer

(2022) Wenhai Wang et al.   Computational Visual Media

Blind image quality assessment based on progressive multi-task learning

(2022) Aobo Li et al.   NEUROCOMPUTING

Defocus Image Deblurring Network With Defocus Map Estimation as Auxiliary Task

(2021) Haoyu Ma et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

PM₂.₅ Monitoring: Use Information Abundance Measurement and Wide and Deep Learning

(2021) Ke Gu et al.   IEEE Transactions on Neural Networks and Learning Systems

Blind image deblurring via hybrid deep priors modeling

(2020) Shichao Cheng et al.   NEUROCOMPUTING

Image deblurring using tri-segment intensity prior

(2020) Hong Zhang et al.   NEUROCOMPUTING

Ensemble Meta-Learning for Few-Shot Soot Density Recognition

(2020) Ke Gu et al.   IEEE Transactions on Industrial Informatics

Deep blind image quality assessment based on multiple instance regression

(2020) Dong Liang et al.   NEUROCOMPUTING

Pairwise-Comparison-Based Rank Learning for Benchmarking Image Restoration Algorithms

(2019) Bo Hu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Stacked Selective Ensemble for PM2.5 Forecast

(2019) Ke Gu et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Deep Dual-Channel Neural Network for Image-Based Smoke Detection

(2019) Ke Gu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Unsupervised Blind Image Quality Evaluation via Statistical Measurements of Structure, Naturalness, and Perception

(2019) Yutao Liu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Learning a Deep Single Image Contrast Enhancer from Multi-Exposure Images

(2018) Jianrui Cai et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Learning to Deblur Images with Exemplars

(2018) Jinshan Pan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Perceptual quality evaluation for motion deblurring

(2018) Bo Hu et al.   IET Computer Vision

Blind Image Quality Assessment Using a Deep Bilinear Convolutional Neural Network

(2018) Weixia Zhang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

A Feature-Enriched Completely Blind Image Quality Evaluator

(2015) Lin Zhang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Hybrid No-Reference Quality Metric for Singly and Multiply Distorted Images

(2014) Ke Gu et al.   IEEE TRANSACTIONS ON BROADCASTING

Blind Image Quality Assessment Using Joint Statistics of Gradient Magnitude and Laplacian Features

(2014) Wufeng Xue et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

No-Reference Image Quality Assessment in the Spatial Domain

(2012) A. Mittal et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A Two-Step Framework for Constructing Blind Image Quality Indices

(2010) A.K. Moorthy et al.   IEEE SIGNAL PROCESSING LETTERS

High-quality motion deblurring from a single image

(2008) Qi Shan et al.   ACM TRANSACTIONS ON GRAPHICS