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  From V1SH to CPD: A New Framework for Understanding Vision

Zhaoping, L. (2021). From V1SH to CPD: A New Framework for Understanding Vision. Talk presented at Generalisation in Mind & Machine Research Group: University of Bristol. Bristol, UK. 2021-03-18.

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Zhaoping, L1, 2, Autor           
Affiliations:
1Department of Sensory and Sensorimotor Systems, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_3017467              
2Max Planck Institute for Biological Cybernetics, Max Planck Society, Spemannstrasse 38, 72076 Tübingen, DE, ou_1497794              

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 Zusammenfassung: V1SH is the V1 Saliency Hypothesis, and CPD is the Central-Peripheral Dichotomy. I will explain how they motivate a new framework: Visual attention selects only a tiny fraction of visual input information for further processing. Selection starts in the primary visual cortex (V1), which creates a bottom-up saliency map (V1SH) to guide the fovea to selected visual locations via gaze shifts. This motivates a new framework that views vision as consisting of encoding, selection, and decoding stages, placing selection on center stage. It suggests a massive loss of non-selected information from V1 downstream along the visual pathway. Hence, feedback from downstream visual cortical areas to V1 for better decoding (recognition), through analysis-by- synthesis, should query for additional information and be mainly directed at the foveal region (CPD). Accordingly, non-foveal vision is not only poorer in spatial resolution, but also more susceptible to many illusions.

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 Datum: 2021-03
 Publikationsstatus: Online veröffentlicht
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Titel: Generalisation in Mind & Machine Research Group: University of Bristol
Veranstaltungsort: Bristol, UK
Start-/Enddatum: 2021-03-18
Eingeladen: Ja

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