Screen content image quality assessment using multi-scale difference of Gaussian

Y Fu, H Zeng, L Ma, Z Ni, J Zhu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, a novel image quality assessment (IQA) model for the screen content image s
(SCIs) is proposed by using multi-scale difference of Gaussian (MDOG). Motivated by the …

Screen content image quality assessment with edge features in gradient domain

R Wang, H Yang, Z Pan, B Huang, G Hou - Ieee Access, 2019 - ieeexplore.ieee.org
Objective visual quality assessment specific for screen content images (SCIs) has been
increasingly investigated over the years. In this paper, an effective full-reference quality …

ESIM: Edge similarity for screen content image quality assessment

Z Ni, L Ma, H Zeng, J Chen, C Cai… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In this paper, an accurate full-reference image quality assessment (IQA) model developed
for assessing screen content images (SCIs), called the edge similarity (ESIM), is proposed. It …

Gradient direction for screen content image quality assessment

Z Ni, L Ma, H Zeng, C Cai, KK Ma - IEEE Signal Processing …, 2016 - ieeexplore.ieee.org
In this letter, we make the first attempt to explore the usage of the gradient direction to
conduct the perceptual quality assessment of the screen content images (SCIs). Specifically …

An optimized CNN-based quality assessment model for screen content image

X Jiang, L Shen, G Feng, L Yu, P An - Signal Processing: Image …, 2021 - Elsevier
Most existing convolutional neural network (CNN) based models designed for natural image
quality assessment (IQA) employ image patches as training samples for data augmentation …

No-reference quality assessment for screen content images based on hybrid region features fusion

L Zheng, L Shen, J Chen, P An… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Research on screen content images (SCIs) attracts more attention as they are highly applied
to image-and video-centric applications on mobile and other devices. It is important to …

No-reference screen content image quality assessment based on multi-region features

X Jiang, L Shen, L Yu, M Jiang, G Feng - Neurocomputing, 2020 - Elsevier
Unlike natural image captured with cameras, screen content image (SCI) is a composite
image including textual and pictorial regions. The different characteristics lead to many …

Screen content image quality assessment using edge model

Z Ni, L Ma, H Zeng, C Cai, KK Ma - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
Since the human visual system (HVS) is highly sensitive to edges, a novel image quality
assessment (IQA) metric for assessing screen content images (SCIs) is proposed in this …

A Gabor feature-based quality assessment model for the screen content images

Z Ni, H Zeng, L Ma, J Hou, J Chen… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, an accurate and efficient full-reference image quality assessment (IQA) model
using the extracted Gabor features, called Gabor feature-based model (GFM), is proposed …

Perceptual quality assessment of screen content images

H Yang, Y Fang, W Lin - IEEE Transactions on Image …, 2015 - ieeexplore.ieee.org
Research on screen content images (SCIs) becomes important as they are increasingly
used in multi-device communication applications. In this paper, we present a study on …