A full-reference image quality assessment method via deep meta-learning and conformer

S Lang, X Liu, M Zhou, J Luo, H Pu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
In this paper, a full-reference image quality assessment (FR-IQA) model based on deep
meta-learning and Conformer is proposed. We combine the Conformer architecture with a …

Full-reference image quality assessment based on an optimal linear combination of quality measures selected by simulated annealing

D Varga - Journal of Imaging, 2022 - mdpi.com
Digital images can be distorted or contaminated by noise in various steps of image
acquisition, transmission, and storage. Thus, the research of such algorithms, which can …

Saliency-guided local full-reference image quality assessment

D Varga - Signals, 2022 - mdpi.com
Research and development of image quality assessment (IQA) algorithms have been in the
focus of the computer vision and image processing community for decades. The intent of IQA …

Image quality assessment based on three features fusion in three fusion steps

C Shi, Y Lin - Symmetry, 2022 - mdpi.com
The objective image quality assessment (IQA) method was developed to replace subjective
observer image quality evaluations in various applications. A reliable full reference color IQA …

No reference image sharpness assessment based on global color difference variation

C Shi, Y Lin - Chinese Journal of Electronics, 2024 - ieeexplore.ieee.org
Image quality assessment (IQA) model is designed to measure the image quality in
consistent with subjective ratings by computational models. In this research, a valid no …

An improved SPSIM index for image quality assessment

M Frackiewicz, G Szolc, H Palus - Symmetry, 2021 - mdpi.com
Objective image quality assessment (IQA) measures are playing an increasingly important
role in the evaluation of digital image quality. New IQA indices are expected to be strongly …

Feature Sampling based on Multilayer Perceptive Neural Network for image quality assessment

D Muthusamy, S Sathyamoorthy - Engineering Applications of Artificial …, 2023 - Elsevier
Image quality assessment (IQA) has a vital issue in image processing to measure the
perceptual quality of the image. This aims at the human visual system (HVS) by viewing for …

Analysis of full reference quality metrics for image transmission over a MIMO OWC channel under varying turbulent conditions

HS Gill, ML Singh, M Singh, Priyanka… - International Journal …, 2023 - Wiley Online Library
The integrated OWC‐PON architecture has a potential to overcome the limitations of existent
RF technology and eliminate the last mile bottleneck in geographically constrained access …

An optimization-based family of predictive, fusion-based models for full-reference image quality assessment

D Varga - Journal of Imaging, 2023 - mdpi.com
Given the reference (distortion-free) image, full-reference image quality assessment (FR-
IQA) algorithms seek to assess the perceptual quality of the test image. Over the years, many …

RM-IQA: A new no-reference image quality assessment framework based on range map** method

T Yuan, C Li, L Tian, G Li - Computers & Electrical Engineering, 2021 - Elsevier
Significant progress has been made in recent years in image quality assessment (IQA). In
particular, the development of deep learning has provided no-reference (NR)-IQA with more …