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This monograph presents a complete computational system for visual attention and object detection. VOCUS (Visual Object detection with a Computational attention System) 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.
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Contenuti
1 Introduction.- 2 Background on Visual Attention.- 3 State of the Art of Computational Attention Systems.- 4 The Visual Attention System VOCUS: Bottom-Up Part.- 5 The Visual Attention System VOCUS: Top-Down Extension.- 6 Sensor Fusion.- 7 Attentive Classification.- 8 Conclusion.- A Basics of Computer Vision.- B The Viola-Jones Classifier.- C Explanation of Color Figures.
Product Description
Vocus: A Visual Attention System For Object Detection And Goal-Directed Search by Frintrop, Simone, 9783540327592 , Springer
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- EditoreSpringer Berlin Heidelberg
- Data di pubblicazione2010
- ISBN 10 3540327592
- ISBN 13 9783540327592
- RilegaturaCopertina flessibile
- LinguaInglese
- Numero di pagine232
- Contatto del produttorenon disponibile
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VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Presents a complete computational system for visual attention and object detectionContains an extensive review of the literature on visual attentionThis monograph presents a complete computational system for visual attention and . Codice articolo 4887741
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VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search (Lecture Notes in Computer Science)
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VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search
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Springer Berlin Heidelberg Apr 2006, 2006
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ISBN 13: 9783540327592
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This monograph presents a complete computational system for visual attention and object detection. VOCUS (Visual Object detection with a Computational attention System) 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. 236 pp. Englisch. Codice articolo 9783540327592
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VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search
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Springer Berlin Heidelberg, 2006
ISBN 10: 3540327592
ISBN 13: 9783540327592
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Da: AHA-BUCH GmbH, Einbeck, Germania
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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 urgentbecomes 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 researchfor bothbiological 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. Codice articolo 9783540327592
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VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search
ISBN 10: 3540327592
ISBN 13: 9783540327592
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Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania
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Taschenbuch. Condizione: Neu. Neuware -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. 236 pp. Englisch. Codice articolo 9783540327592
Quantità: 2 disponibili