Literature DB >> 33838010

The Hierarchical Evolution in Human Vision Modeling.

Dana H Ballard1, Ruohan Zhang1.   

Abstract

Computational models of primate vision took a significant advance with David Marr's tripartite separation of the vision enterprise into the problem formulation, algorithm, and neural implementation; however, many subsequent parallel developments in robotics and modeling greatly refined the algorithm descriptions into very distinct levels that complement each other. This review traces the time course of these developments and shows how the current perspective evolved to have its alternative internal hierarchical organization.
© 2021 Cognitive Science Society LLC.

Entities:  

Keywords:  Active vision; Bayes hierarchies; Human gaze behaviors; Marr's paradigm; Reinforcement learning; Visual routines

Mesh:

Year:  2021        PMID: 33838010      PMCID: PMC9462461          DOI: 10.1111/tops.12527

Source DB:  PubMed          Journal:  Top Cogn Sci        ISSN: 1756-8757


  54 in total

Review 1.  The what and why of binding: the modeler's perspective.

Authors:  C von der Malsburg
Journal:  Neuron       Date:  1999-09       Impact factor: 17.173

2.  Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects.

Authors:  R P Rao; D H Ballard
Journal:  Nat Neurosci       Date:  1999-01       Impact factor: 24.884

3.  Receptive fields, binocular interaction and functional architecture in the cat's visual cortex.

Authors:  D H HUBEL; T N WIESEL
Journal:  J Physiol       Date:  1962-01       Impact factor: 5.182

4.  Effects of prosodically modulated sub-phonetic variation on lexical competition.

Authors:  Anne Pier Salverda; Delphine Dahan; Michael K Tanenhaus; Katherine Crosswhite; Mikhail Masharov; Joyce McDonough
Journal:  Cognition       Date:  2007-11

5.  Cooperative computation of stereo disparity.

Authors:  D Marr; T Poggio
Journal:  Science       Date:  1976-10-15       Impact factor: 47.728

6.  Where we look when we steer.

Authors:  M F Land; D N Lee
Journal:  Nature       Date:  1994-06-30       Impact factor: 49.962

7.  Change blindness.

Authors:  D J Simons; D T Levin
Journal:  Trends Cogn Sci       Date:  1997-10       Impact factor: 20.229

Review 8.  Reinforcement Learning, Fast and Slow.

Authors:  Matthew Botvinick; Sam Ritter; Jane X Wang; Zeb Kurth-Nelson; Charles Blundell; Demis Hassabis
Journal:  Trends Cogn Sci       Date:  2019-04-16       Impact factor: 20.229

9.  Credit assignment in multiple goal embodied visuomotor behavior.

Authors:  Constantin A Rothkopf; Dana H Ballard
Journal:  Front Psychol       Date:  2010-11-22

10.  Modeling sensory-motor decisions in natural behavior.

Authors:  Ruohan Zhang; Shun Zhang; Matthew H Tong; Yuchen Cui; Constantin A Rothkopf; Dana H Ballard; Mary M Hayhoe
Journal:  PLoS Comput Biol       Date:  2018-10-25       Impact factor: 4.475

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  1 in total

1.  Editorial: Active Vision and Perception in Human-Robot Collaboration.

Authors:  Dimitri Ognibene; Tom Foulsham; Letizia Marchegiani; Giovanni Maria Farinella
Journal:  Front Neurorobot       Date:  2022-02-08       Impact factor: 2.650

  1 in total

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