Influence of the amount of context learned for improving object classification when simultaneously learning object and contextual cues.

Humans use visual context to improve object recognition. Yet, many machine vision algorithms still focus on local object features, discarding surrounding features as unwanted clutter. Here we study the impact of learning contextual cues while training an object classifier. In a new image database wi...

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Detalles Bibliográficos
Publicado en:Visual Cognition Vol. 20; no. 4/5; pp. 580 - 603
Autores principales: Marat, Sophie, Itti, Laurent
Formato: Journal Article
Publicado: Taylor & Francis Ltd Apr2012
Acceso en línea:Ver este registro en EBSCOhost