[HTML][HTML] On the plausibility of the discriminant center-surround hypothesis for visual saliency
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 …
work evaluates the plausibility of a recently proposed generic principle for visual saliency …
Learning saliency-based visual attention: A review
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 …
the visual input. Understanding and emulating the way that human observers free-view a …
Saliency in VR: How do people explore virtual environments?
Understanding how people explore immersive virtual environments is crucial for many
applications, such as designing virtual reality (VR) content, developing new compression …
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 …
by a set of binary images, which are generated by randomly thresholding the image's color …
Measuring the objectness of image windows
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 …
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
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 …
different ways to form a" master" saliency map, which encodes local image conspicuity …
Learning to predict where humans look
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 …
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
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 …
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
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 …
detection as a frequency domain analysis problem. Second, we achieve this by employing …
[HTML][HTML] SUN: A Bayesian framework for saliency using natural statistics
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 …
optimize when directing attention. The resulting model is a Bayesian framework from which …