VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search

Name: VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540327592
Price: 276.96 RON
Availability: InStock

Autor: Simone Frintrop

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Legare: Carte broșată

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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Object detection and recognition is a topic of significant interest in computer and robot vision. It...

Informații despre carte

Autor

Simone Frintrop

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2006

Pagini

216

EAN

9783540327592

ISBN

3540327592

Enbook ID

01561774

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

408

Dimensiuni

155 x 235 x 15

Descriere completă

Object detection and recognition is a topic of significant interest in computer and robot vision. It is required in most applications of computational vision, for example, biometric systems, medical imaging, intelligent cars, factory automation, and image databases.§One of the major challenges in designing object recognition systems is to construct methods that are fast and capable of operating on standard computer platforms. The more developed such systems become, the more urgent becomes the need for a pre-selection system that enables subsequent processing to focus only on relevant data. One mechanism to achieve this is visual attention: it selects regions in a visual scene that are most likely to contain objects of interest. The field of visual attention is currently the focus of much research for both biological and artificial systems.§This monograph presents a complete computational system for visual attention and object detection: VOCUS (Visual Object detection with a CompUtational attention System) is a system capable of automatically selecting regions of interest in images and detecting specific objects. It represents a major step forward on integrating data-driven and model-driven information into a single framework. Additionally, the volume contains an extensive review of the literature on visual attention, detailed evaluations of VOCUS in different settings, and applications of the system in the context of object recognition and robotics.

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VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search

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