2020
DOI: 10.1371/journal.pcbi.1007699
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Near-optimal combination of disparity across a log-polar scaled visual field

Abstract: The human visual system is foveated: we can see fine spatial details in central vision, whereas resolution is poor in our peripheral visual field, and this loss of resolution follows an approximately logarithmic decrease. Additionally, our brain organizes visual input in polar coordinates. Therefore, the image projection occurring between retina and primary visual cortex can be mathematically described by the log-polar transform. Here, we test and model how this space-variant visual processing affects how we p… Show more

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Cited by 18 publications
(48 citation statements)
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References 93 publications
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“…A potential approach to test this hypothesis would be to extend our model to be image computable, i.e., able to derive the constraints on grasp selection directly from images of the objects. If the image processing stages of model were designed to mimic those of the human visual system (e.g., Chessa et al, 2016 ; Maiello et al, 2020 ) we might then expect the model to begin making the same misjudgments as human participants.…”
Section: Discussionmentioning
confidence: 99%
“…A potential approach to test this hypothesis would be to extend our model to be image computable, i.e., able to derive the constraints on grasp selection directly from images of the objects. If the image processing stages of model were designed to mimic those of the human visual system (e.g., Chessa et al, 2016 ; Maiello et al, 2020 ) we might then expect the model to begin making the same misjudgments as human participants.…”
Section: Discussionmentioning
confidence: 99%
“…The results of Experiment 1 with sparse stimuli are consistent with the existence of a similar mechanim in humans. Standard energy models of disparity coding (2830) utilise phase or position-shifted receptive fields in which maximum phase disparity and therefore maximum stereo acuity occurs along the horizontal axis. Off-axis phase disparities are also present and can contribute to sterescopic judgments (28,31), but are at lower disparity.…”
Section: Discussionmentioning
confidence: 99%
“…The cross talk of the dichoptic system was 1% measured with a Spectrascan 6500 photometer. Eye movement data were successfully recorded through the shutter glasses, as in previous work 93 , 102 104 . Observers were seated at a viewing distance of 60 cm from the display, with head position stabilized using a chinrest.…”
Section: Methodsmentioning
confidence: 99%