VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search (Lecture Notes in Computer Science)

Simone Frintrop

ISBN 10: 3540327592 / ISBN 13: 9783540327592

Editore: Springer Berlin Heidelberg 2010-06-02, 2010

Riguardo questo articolo

Codice articolo 6666-IUK-9783540327592

Dati bibliografici

• Titolo: VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search (Lecture Notes in Computer Science)
• Editore: Springer Berlin Heidelberg 2010-06-02
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 3540327592
• ISBN 13: 9783540327592
• Rilegatura: Paperback
• Condizione: New

Descrizione articolo

Riassunto

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.

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.