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{ "pk": 26319, "title": "Attentive and Pre-Attentive Processes in Multiple Object Tracking:A Computational Investigation", "subtitle": null, "abstract": "The rich literature on multiple object tracking (MOT)conclusively demonstrates that humans are able to visuallytrack a small number of objects. There is considerably lessagreement on what perceptual and cognitive processes areinvolved. While it is clear that MOT is attentionallydemanding, various accounts of MOT performance centrallyinvolve pre-attentional mechanisms as well. In this paper wepresent an account of object tracking in the ARCADIAcognitive system that treats MOT as dependent upon both pre-attentive and attention-bound processes. We show that withminimal addition this model replicates a variety of corephenomena in the MOT literature and provides an algorithmicexplanation of human performance limitations.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "attention; visual cognition; multiple objecttracking; cognitive model" } ], "section": "Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/7vr0w165", "frozenauthors": [ { "first_name": "Paul", "middle_name": "", "last_name": "Bello", "name_suffix": "", "institution": "Naval Research Laboratory", "department": "" }, { "first_name": "Will", "middle_name": "", "last_name": "Bridewell", "name_suffix": "", "institution": "Naval Research Laboratory", "department": "" }, { "first_name": "Christina", "middle_name": "", "last_name": "Wasylyshyn", "name_suffix": "", "institution": "Naval Research Laboratory", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2016-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26319/galley/15955/download/" } ] }