On Hierarchical Models for Visual Recognition and Learning of Objects, Scenes, and Activities

• Κύριος συγγραφέας: Spehr, Jens (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Σειρά: Studies in Systems, Decision and Control, 11
• Θέματα: Engineering.; Image processing.; Pattern recognition.; Computational intelligence.; Robotics.; Automation.; Robotics and Automation.; Computational Intelligence.; Image Processing and Computer Vision.; Pattern Recognition.

In many computer vision applications, objects have to be learned and recognized in images or image sequences. This book presents new probabilistic hierarchical models that allow an efficient representation of multiple objects of different categories, scales, rotations, and views. The idea is to expl...

Πίνακας περιεχομένων:

• Introduction
• Probabilistic Graphical Models
• Hierarchical Graphical Models
• Learning of Hierarchical Models.-Object Recognition
• Human Pose Estimation
• Scene Understanding for Intelligent Vehicles
• Conclusion.