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Predicting visual fixations
As we navigate and behave in the world, we are constantly deciding, a few times per
second, where to look next. The outcomes of these decisions in response to visual input are …
second, where to look next. The outcomes of these decisions in response to visual input are …
[HTML][HTML] DeepGaze III: Modeling free-viewing human scanpaths with deep learning
Humans typically move their eyes in “scanpaths” of fixations linked by saccades. Here we
present DeepGaze III, a new model that predicts the spatial location of consecutive fixations …
present DeepGaze III, a new model that predicts the spatial location of consecutive fixations …
Information-theoretic model comparison unifies saliency metrics
Learning the properties of an image associated with human gaze placement is important
both for understanding how biological systems explore the environment and for computer …
both for understanding how biological systems explore the environment and for computer …
Motor “laziness” constrains fixation selection in real-world tasks
Humans coordinate their eye, head, and body movements to gather information from a
dynamic environment while maximizing reward and minimizing biomechanical and …
dynamic environment while maximizing reward and minimizing biomechanical and …
The impending demise of the item in visual search
The way the cognitive system scans the visual environment for relevant information–visual
search in short–has been a long-standing central topic in vision science. From its inception …
search in short–has been a long-standing central topic in vision science. From its inception …
Scanpath modeling and classification with hidden Markov models
How people look at visual information reveals fundamental information about them; their
interests and their states of mind. Previous studies showed that scanpath, ie, the sequence …
interests and their states of mind. Previous studies showed that scanpath, ie, the sequence …
Computational approaches to comics analysis
Comics are complex documents whose reception engages cognitive processes such as
scene perception, language processing, and narrative understanding. Possibly because of …
scene perception, language processing, and narrative understanding. Possibly because of …
Visual scanpath prediction using IOR-ROI recurrent mixture density network
A visual scanpath represents the human eye movements when scanning the visual field for
acquiring and receiving visual information. Predicting visual scanpaths when a certain …
acquiring and receiving visual information. Predicting visual scanpaths when a certain …
A spatiotemporal mechanism of visual attention: Superdiffusive motion and theta oscillations of neural population activity patterns
G Chen, P Gong - Science advances, 2022 - science.org
Recent evidence has demonstrated that during visual spatial attention sampling, neural
activity and behavioral performance exhibit large fluctuations. To understand the origin of …
activity and behavioral performance exhibit large fluctuations. To understand the origin of …
State-of-the-art in human scanpath prediction
The last years have seen a surge in models predicting the scanpaths of fixations made by
humans when viewing images. However, the field is lacking a principled comparison of …
humans when viewing images. However, the field is lacking a principled comparison of …