Object recognition with hierarchical discriminant saliency networks

The benefits of integrating attention and object recognition are investigated. While attention is frequently modeled as pre-processor for recognition, we investigate the hypothesis that attention is an intrinsic component of recognition and vice-versa. This hypothesis is tested with a recognitionmod...

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Bibliographic Details
Main Authors: Sunhyoung eHan, Nuno eVasconcelos
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-09-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2014.00109/full