A neurodynamic model of saliency prediction in v1
Lateral connections in the primary visual cortex (V1) have long been hypothesized to be
responsible for several visual processing mechanisms such as brightness induction …
responsible for several visual processing mechanisms such as brightness induction …
Modeling bottom-up and top-down attention with a neurodynamic model of V1
Previous studies suggested that lateral interactions of V1 cells are responsible, among other
visual effects, of bottom-up visual attention (alternatively named visual salience or saliency) …
visual effects, of bottom-up visual attention (alternatively named visual salience or saliency) …
Salience models: A computational cognitive neuroscience review
S Krasovskaya, WJ MacInnes - Vision, 2019 - mdpi.com
The seminal model by Laurent Itti and Cristoph Koch demonstrated that we can compute the
entire flow of visual processing from input to resulting fixations. Despite many replications …
entire flow of visual processing from input to resulting fixations. Despite many replications …
[HTML][HTML] On computational modeling of visual saliency: Examining what's right, and what's left
In the past decade, a large number of computational models of visual saliency have been
proposed. Recently a number of comprehensive benchmark studies have been presented …
proposed. Recently a number of comprehensive benchmark studies have been presented …
Proto-object based saliency model with texture detection channel
T Uejima, E Niebur… - Frontiers in computational …, 2020 - frontiersin.org
The amount of visual information projected from the retina to the brain exceeds the
information processing capacity of the latter. Attention, therefore, functions as a filter to …
information processing capacity of the latter. Attention, therefore, functions as a filter to …
Primary visual cortex as a saliency map: a parameter-free prediction and its test by behavioral data
L Zhaoping, L Zhe - PLoS computational biology, 2015 - journals.plos.org
It has been hypothesized that neural activities in the primary visual cortex (V1) represent a
saliency map of the visual field to exogenously guide attention. This hypothesis has so far …
saliency map of the visual field to exogenously guide attention. This hypothesis has so far …
Deep salience: Visual salience modeling via deep belief propagation
Visual salience is an intriguing phenomenon observed in biological neural systems.
Numerous attempts have been made to model visual salience mathematically using various …
Numerous attempts have been made to model visual salience mathematically using various …
Improving neural saliency prediction with a cognitive model of human visual attention
We present a novel method for deep image saliency prediction that leverages a cognitive
model of visual attention as an inductive bias. This is in stark contrast to recent purely data …
model of visual attention as an inductive bias. This is in stark contrast to recent purely data …
A biologically inspired framework for visual information processing and an application on modeling bottom-up visual attention
Background An emerging trend in visual information processing is toward incorporating
some interesting properties of the ventral stream in order to account for some limitations of …
some interesting properties of the ventral stream in order to account for some limitations of …
Psychophysical tests of the hypothesis of a bottom-up saliency map in primary visual cortex
L Zhaoping, KA May - PLoS Computational Biology, 2007 - journals.plos.org
A unique vertical bar among horizontal bars is salient and pops out perceptually.
Physiological data have suggested that mechanisms in the primary visual cortex (V1) …
Physiological data have suggested that mechanisms in the primary visual cortex (V1) …