Local features and global shape information in object classification by deep convolutional neural networks

Author:

Baker Nicholas,Lu Hongjing,Erlikhman Gennady,Kellman Philip J.

Funder

National Science Foundation

Publisher

Elsevier BV

Subject

Sensory Systems,Ophthalmology

Reference67 articles.

1. Some informational aspects of visual perception;Attneave;Psychological Review,1954

2. Deep convolutional networks fail to perceive illusory contours, presented at Cognitive Science 2018, Madison, WI;Baker,2018

3. Abstract shape representation in human visual perception;Baker;Journal of Experimental Psychology: General,2018

4. Deep convolutional networks do not classify based on global object shape;Baker;PLoS Computational Biology,2018

5. Constant curvature segments as building blocks for 2D shape;Baker;Under Review,2020

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