Learning invariant representations and applications to face verification

One approach to computer object recognition and modeling the brain's ventral stream involves unsupervised learning of representations that are invariant to common transformations. However, applications of these ideas have usually been limited to 2D affine transformations, e.g., translation and...

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Bibliographic Details
Main Authors: Liao, Qianli, Leibo, Joel Z., Poggio, Tomaso A.
Other Authors: Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences
Format: Article
Language:en_US
Published: Neural Information Processing Systems Foundation 2014
Online Access:http://hdl.handle.net/1721.1/92318
https://orcid.org/0000-0002-3153-916X
https://orcid.org/0000-0002-3944-0455
https://orcid.org/0000-0003-0076-621X