Efficient inverse graphics in biological face processing

Author:

Yildirim Ilker1234ORCID,Belledonne Mario124,Freiwald Winrich45,Tenenbaum Josh14

Affiliation:

1. Department of Brain and Cognitive Sciences, MIT, Cambridge, MA, USA.

2. Department of Psychology, Yale University, New Haven, CT, USA.

3. Department of Statistics and Data Science, Yale University, New Haven, CT, USA.

4. The Center for Brains, Minds and Machines, MIT, Cambridge, MA, USA.

5. Laboratory of Neural Systems, The Rockefeller University, New York, NY, USA.

Abstract

Neural networks in the primate brain may invert a graphics style model of how 3D object shapes and textures cause observed images.

Funder

National Science Foundation

Office of Naval Research

National Eye Institute

Mitsubishi International Corporation

Toyota Foundation

Publisher

American Association for the Advancement of Science (AAAS)

Subject

Multidisciplinary

Reference65 articles.

1. B. A. Olshausen Perception as an inference problem in The Cognitive Neurosciences M. Gazzaniga R. Mangun Eds. (MIT Press 2013).

2. Vision as Bayesian inference: analysis by synthesis?

3. H. Barrow J. Tenenbaum Recovering intrinsic scene characteristics from images in Computer Vision Systems (Elsevier 1978) p. 2.

4. Visual long-term memory has a massive storage capacity for object details

5. Hierarchical Bayesian inference in the visual cortex

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