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

• Κύριος συγγραφέας: Frintrop, Simone (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2006.
• Σειρά: Lecture Notes in Computer Science, 3899
• Θέματα: Computer science.; Algorithms.; Artificial intelligence.; Computer graphics.; Image processing.; Pattern recognition.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computer Imaging, Vision, Pattern Recognition and Graphics.; Image Processing and Computer Vision.; Pattern Recognition.; Computer Graphics.; Algorithm Analysis and Problem Complexity.

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 de...

Πίνακας περιεχομένων:

• 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.