Literature DB >> 20074222

View-invariant object recognition ability develops after discrimination, not mere exposure, at several viewing angles.

Wakayo Yamashita1, Gang Wang, Keiji Tanaka.   

Abstract

One usually fails to recognize an unfamiliar object across changes in viewing angle when it has to be discriminated from similar distractor objects. Previous work has demonstrated that after long-term experience in discriminating among a set of objects seen from the same viewing angle, immediate recognition of the objects across 30-60 degrees changes in viewing angle becomes possible. The capability for view-invariant object recognition should develop during the within-viewing-angle discrimination, which includes two kinds of experience: seeing individual views and discriminating among the objects. The aim of the present study was to determine the relative contribution of each factor to the development of view-invariant object recognition capability. Monkeys were first extensively trained in a task that required view-invariant object recognition (Object task) with several sets of objects. The animals were then exposed to a new set of objects over 26 days in one of two preparatory tasks: one in which each object view was seen individually, and a second that required discrimination among the objects at each of four viewing angles. After the preparatory period, we measured the monkeys' ability to recognize the objects across changes in viewing angle, by introducing the object set to the Object task. Results indicated significant view-invariant recognition after the second but not first preparatory task. These results suggest that discrimination of objects from distractors at each of several viewing angles is required for the development of view-invariant recognition of the objects when the distractors are similar to the objects.

Mesh:

Year:  2010        PMID: 20074222     DOI: 10.1111/j.1460-9568.2009.07057.x

Source DB:  PubMed          Journal:  Eur J Neurosci        ISSN: 0953-816X            Impact factor:   3.386


  7 in total

1.  View-invariance learning in object recognition by pigeons depends on error-driven associative learning processes.

Authors:  Fabian A Soto; Jeffrey Y M Siow; Edward A Wasserman
Journal:  Vision Res       Date:  2012-04-17       Impact factor: 1.886

2.  Neural substrates of view-invariant object recognition developed without experiencing rotations of the objects.

Authors:  Jun-Ya Okamura; Reona Yamaguchi; Kazunari Honda; Gang Wang; Keiji Tanaka
Journal:  J Neurosci       Date:  2014-11-05       Impact factor: 6.167

Review 3.  Categorization = decision making + generalization.

Authors:  Carol A Seger; Erik J Peterson
Journal:  Neurosci Biobehav Rev       Date:  2013-03-30       Impact factor: 8.989

4.  Promoting rotational-invariance in object recognition despite experience with only a single view.

Authors:  Fabian A Soto; Edward A Wasserman
Journal:  Behav Processes       Date:  2015-11-28       Impact factor: 1.777

5.  Mechanisms of object recognition: what we have learned from pigeons.

Authors:  Fabian A Soto; Edward A Wasserman
Journal:  Front Neural Circuits       Date:  2014-10-13       Impact factor: 3.492

6.  Object similarity affects the perceptual strategy underlying invariant visual object recognition in rats.

Authors:  Federica B Rosselli; Alireza Alemi; Alessio Ansuini; Davide Zoccolan
Journal:  Front Neural Circuits       Date:  2015-03-12       Impact factor: 3.492

7.  Temporal Contiguity Training Influences Behavioral and Neural Measures of Viewpoint Tolerance.

Authors:  Chayenne Van Meel; Hans P Op de Beeck
Journal:  Front Hum Neurosci       Date:  2018-01-30       Impact factor: 3.169

  7 in total

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