Can a biologically-plausible hierarchy e ectively replace face detection, alignment, and recognition pipelines?

The standard approach to unconstrained face recognition in natural photographs is via a detection, alignment, recognition pipeline. While that approach has achieved impressive results, there are several reasons to be dissatisfied with it, among them is its lack of biological plausibility. A recent t...

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Bibliographic Details
Main Authors: Liao, Qianli, Leibo, Joel Z, Mroueh, Youssef, Poggio, Tomaso
Format: Technical Report
Language:en_US
Published: Center for Brains, Minds and Machines (CBMM), arXiv 2015
Subjects:
Online Access:http://hdl.handle.net/1721.1/100164