[HTML][HTML] On the plausibility of the discriminant center-surround hypothesis for visual saliency

D Gao, V Mahadevan, N Vasconcelos - Journal of vision, 2008 - iovs.arvojournals.org
It has been suggested that saliency mechanisms play a role in perceptual organization. This
work evaluates the plausibility of a recently proposed generic principle for visual saliency …

Learning saliency-based visual attention: A review

Q Zhao, C Koch - Signal Processing, 2013 - Elsevier
Humans and other primates shift their gaze to allocate processing resources to a subset of
the visual input. Understanding and emulating the way that human observers free-view a …

Saliency in VR: How do people explore virtual environments?

V Sitzmann, A Serrano, A Pavel… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Understanding how people explore immersive virtual environments is crucial for many
applications, such as designing virtual reality (VR) content, developing new compression …

Saliency detection: A boolean map approach

J Zhang, S Sclaroff - … of the IEEE international conference on …, 2013 - cv-foundation.org
A novel Boolean Map based Saliency (BMS) model is proposed. An image is characterized
by a set of binary images, which are generated by randomly thresholding the image's color …

Measuring the objectness of image windows

B Alexe, T Deselaers, V Ferrari - IEEE transactions on pattern …, 2012 - ieeexplore.ieee.org
We present a generic objectness measure, quantifying how likely it is for an image window
to contain an object of any class. We explicitly train it to distinguish objects with a well …

Large-scale optimization of hierarchical features for saliency prediction in natural images

E Vig, M Dorr, D Cox - … of the IEEE conference on computer …, 2014 - openaccess.thecvf.com
Saliency prediction typically relies on hand-crafted (multiscale) features that are combined in
different ways to form a" master" saliency map, which encodes local image conspicuity …

Learning to predict where humans look

T Judd, K Ehinger, F Durand… - 2009 IEEE 12th …, 2009 - ieeexplore.ieee.org
For many applications in graphics, design, and human computer interaction, it is essential to
understand where humans look in a scene. Where eye tracking devices are not a viable …

A unified approach to salient object detection via low rank matrix recovery

X Shen, Y Wu - 2012 IEEE Conference on Computer Vision and …, 2012 - ieeexplore.ieee.org
Salient object detection is not a pure low-level, bottom-up process. Higher-level knowledge
is important even for task-independent image saliency. We propose a unified model to …

Visual saliency based on scale-space analysis in the frequency domain

J Li, MD Levine, X An, X Xu, H He - IEEE transactions on …, 2012 - ieeexplore.ieee.org
We address the issue of visual saliency from three perspectives. First, we consider saliency
detection as a frequency domain analysis problem. Second, we achieve this by employing …

[HTML][HTML] SUN: A Bayesian framework for saliency using natural statistics

L Zhang, MH Tong, TK Marks, H Shan… - Journal of …, 2008 - iovs.arvojournals.org
We propose a definition of saliency by considering what the visual system is trying to
optimize when directing attention. The resulting model is a Bayesian framework from which …