Attention as a Bayesian inference process

David Marr famously defined vision as "knowing what is where by seeing". In the framework described here, attention is the inference process that solves the visual recognition problem of what is where. The theory proposes a computational role for attention and leads to a model that perform...

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Bibliographic Details
Main Authors: Chikkerur, Sharat, Tan, Cheston, Poggio, Tomaso A., Serre, Thomas R.
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:en_US
Published: SPIE - International Society for Optical Engineering 2012
Online Access:http://hdl.handle.net/1721.1/69982
https://orcid.org/0000-0002-3944-0455