VSI: A visual saliency-induced index for perceptual image quality assessment

L Zhang, Y Shen, H Li - IEEE Transactions on Image …, 2014 - ieeexplore.ieee.org
Perceptual image quality assessment (IQA) aims to use computational models to measure
the image quality in consistent with subjective evaluations. Visual saliency (VS) has been …

Multimodal saliency and fusion for movie summarization based on aural, visual, and textual attention

G Evangelopoulos, A Zlatintsi… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
Multimodal streams of sensory information are naturally parsed and integrated by humans
using signal-level feature extraction and higher level cognitive processes. Detection of …

Blind image quality assessment based on multichannel feature fusion and label transfer

Q Wu, H Li, F Meng, KN Ngan, B Luo… - … on Circuits and …, 2015 - ieeexplore.ieee.org
In this paper, we propose an efficient blind image quality assessment (BIQA) algorithm,
which is characterized by a new feature fusion scheme and a k-nearest-neighbor (KNN) …

Visual attention in quality assessment

U Engelke, H Kaprykowsky… - IEEE Signal …, 2011 - ieeexplore.ieee.org
Perceptual quality metrics are widely deployed in image and video processing systems.
These metrics aim to emulate the integral mechanisms of the human visual system (HVS) to …

Surprise! Bayesian weighting for de-biasing thematic maps

M Correll, J Heer - IEEE transactions on visualization and …, 2016 - ieeexplore.ieee.org
Thematic maps are commonly used for visualizing the density of events in spatial data.
However, these maps can mislead by giving visual prominence to known base rates (such …

A perceptually based spatio-temporal computational framework for visual saliency estimation

P Koutras, P Maragos - Signal Processing: Image Communication, 2015 - Elsevier
The purpose of this paper is to demonstrate a perceptually based spatio-temporal
computational framework for visual saliency estimation. We have developed a new spatio …

Intrinsic dimensionality predicts the saliency of natural dynamic scenes

E Vig, M Dorr, T Martinetz… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Since visual attention-based computer vision applications have gained popularity, ever
more complex, biologically inspired models seem to be needed to predict salient locations …

A behaviorally inspired fusion approach for computational audiovisual saliency modeling

A Tsiami, P Koutras, A Katsamanis, A Vatakis… - Signal Processing …, 2019 - Elsevier
Human attention is highly influenced by multi-modal combinations of perceived sensory
information and especially audiovisual information. Although systematic behavioral …

Video quality assessment using visual attention computational models

WYL Akamine, MCQ Farias - Journal of Electronic Imaging, 2014 - spiedigitallibrary.org
A recent development in the area of image and video quality consists of trying to incorporate
aspects of visual attention in the design of visual quality metrics, mostly using the …

A perceptual image quality index based on global and double-random window similarity

Z Shi, K Chen, K Pang, J Zhang, Q Cao - Digital Signal Processing, 2017 - Elsevier
As one of indispensable steps in vision applications, the evaluation of the perceptual quality
of an image attracts significant attention in recent years. This paper presents an image …