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{ "pk": 32280, "title": "Recognition Model with Narrow and Broad Extension Fields", "subtitle": null, "abstract": "A recognition model which defines a measure of shape similarity on the direct output of multiscale and multiorientation Gabor filters does not manifest qualitative aspects of human object recognition of contour-deleted images in that: a) it recognizes recoverable and nonrecoverable contour-deleted images equally well whereas humans recognize recoverable images much better, b) it distinguishes complementary feature-deleted images whereas humans do not. Adding some of the known connectivity pattern of the primary visual cortex to the model in the form of <i>extension fields</i> (connections between collinear and curvilinear units) among filters increased the overall recognition performance of the model and: a) boosted the recognition rate of the recoverable images far more than the nonrecoverable ones, b) increased the similarity of complementary feature-deleted images, but not part-deleted ones, more closely corresponding to human psychophysical results. Interestingly, performance was approximately equivalent for narrow (±15') and broad (±90') extension fields.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [], "section": "Long Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/27n4v71r", "frozenauthors": [ { "first_name": "Peter", "middle_name": "", "last_name": "Kalocsai", "name_suffix": "", "institution": "Department of Business Adminstration, Yonsei University", "department": "" }, { "first_name": "Irving", "middle_name": "", "last_name": "Biederman", "name_suffix": "", "institution": "Department of Business Adminstration, Yonsei University", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "1997-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/32280/galley/23345/download/" } ] }