VSI: A visual saliency-induced index for perceptual image quality assessment
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 …
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
Multimodal streams of sensory information are naturally parsed and integrated by humans
using signal-level feature extraction and higher level cognitive processes. Detection of …
using signal-level feature extraction and higher level cognitive processes. Detection of …
Blind image quality assessment based on multichannel feature fusion and label transfer
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) …
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 …
These metrics aim to emulate the integral mechanisms of the human visual system (HVS) to …
Surprise! Bayesian weighting for de-biasing thematic maps
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 …
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
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 …
computational framework for visual saliency estimation. We have developed a new spatio …
Intrinsic dimensionality predicts the saliency of natural dynamic scenes
Since visual attention-based computer vision applications have gained popularity, ever
more complex, biologically inspired models seem to be needed to predict salient locations …
more complex, biologically inspired models seem to be needed to predict salient locations …
A behaviorally inspired fusion approach for computational audiovisual saliency modeling
Human attention is highly influenced by multi-modal combinations of perceived sensory
information and especially audiovisual information. Although systematic behavioral …
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 …
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 …
of an image attracts significant attention in recent years. This paper presents an image …