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While originally designed for natural language processing tasks, the self-attention mechanism has recently taken various computer vision areas by storm.
Meng-Hao Guo +4 more
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Neurochemistry of Visual Attention [PDF]
Visual attention is the cognitive process that mediates the selection of important information from the environment. This selection is usually controlled by bottom-up and top-down attentional biasing.
Denise Elfriede Liesa Lockhofen +1 more
doaj +4 more sources
Visual Selective Attention in Mice [PDF]
Visual selective attention is a fundamental cognitive ability that allows us to process relevant visual stimuli while ignoring irrelevant distracters and has been extensively studied in human and non-human primate subjects. Mice have emerged as a powerful animal model for studying aspects of the visual system but have not yet been shown to exhibit ...
Lupeng Wang, Richard J Krauzlis
exaly +3 more sources
Cerebral visual impairment (CVI) is associated with a wide range of visual perceptual deficits including global motion processing. However, the underlying neurophysiological basis for these impairments remain poorly understood.
Zahide Pamir +5 more
doaj +1 more source
Using an online, medical image labeling app, 803 individuals rated images of skin lesions as either "melanoma" (skin cancer) or "nevus" (a skin mole). Each block consisted of 80 images.
Jeremy M. Wolfe
doaj +1 more source
Sparse And Structured Visual Attention [PDF]
Visual attention mechanisms are widely used in multimodal tasks, as visual question answering (VQA). One drawback of softmax-based attention mechanisms is that they assign some probability mass to all image regions, regardless of their adjacency structure and of their relevance to the text.
Pedro Henrique Martins +3 more
openaire +4 more sources
A Computational-Cognitive Model of Visual Attention in Dynamic Environments [PDF]
Background and Objectives: Visual attention is a high order cognitive process of human brain which defines where a human observer attends. Dynamic computational visual attention models are modeled on the behavior of the human brain and can predict what ...
A. Bosaghzadeh +2 more
doaj +1 more source
Visual attention and time preference reversals [PDF]
Time preference reversal refers to systematic inconsistencies between preferences and bids for intertemporal options. From the two eye-tracking studies (N1 = 60, N2 = 110), we examined the underlying mechanisms of time preference reversal.
Yan-Bang Zhou, Qiang Li, Hong-Zhi Liu
doaj +3 more sources
Visual Attention Retargeting [PDF]
This article presents an introduction to visual attention retargeting, its connection to visual saliency, the challenges associated with it, and ideas for how it can be approached. The difficulty of attention retargeting as a saliency inversion problem lies in the lack of one-to-one mapping between saliency and the image domain, in addition to the ...
Victor A. Mateescu, Ivan V. Bajic
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