Simone Frintrop

VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search (eBook, PDF)

• Format: PDF

Produktbeschreibung

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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Produktdetails

• Verlag: Springer Berlin Heidelberg
• Seitenzahl: 216
• Erscheinungstermin: 28. März 2006
• Englisch
• ISBN-13: 9783540327608
• Artikelnr.: 44129575

Autorenporträt

Simone Frintrop, Royal Institute of Technology, Stockholm, Sweden

Inhaltsangabe

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.