VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search
(Sprache: Englisch)
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...
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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.
Klappentext zu „VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search “
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.
Inhaltsverzeichnis zu „VOCUS: A Visual Attention System for Object Detection and Goal-Directed Search “
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.
Bibliographische Angaben
- Autor: Simone Frintrop
- 2006, 236 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer Berlin Heidelberg
- ISBN-10: 3540327592
- ISBN-13: 9783540327592
- Erscheinungsdatum: 06.04.2006
Sprache:
Englisch
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