Advanced Tracking Systems - Computational Approaches

Modern visual tracking systems implement a computational process that is often divided into several modules such as localization, tracking, recognition, behavior analysis and classification of events. This book will focus on recent advances in computational approaches for detection and tracking of human body, road boundaries and lane markers as well as on recognition of human activities, drowsiness and distraction state.
The book is composed of seven distinct parts. Part I covers people localization algorithms in video sequences. Part II describes successful approaches for tracking people and body parts. The third part focuses on tracking of pedestrian and vehicles in outdoor images. Part IV describes recent methods to track lane markers and road boundaries. In part V, methods to track head, hand and facial features are reviewed. The last two parts cover the topics of automatic recognition and classification of activity, gesture, behavior, drowsiness and visual distraction state of humans.

List of contents

People Finding.- People and Body Parts Tracking.- Vehicle and Pedestrian tracking.- Lane and Road Boundaries tracking.- Head/Hand and Facial features tracking.- Activity, Gesture, and Behavior Recognition.- Driver Drowsiness and Visual distraction Recognition.- Attached code: pseudo-code, Matlab, c++, book webpage.

Product details

• Assisted by: DAVIS (Editor), Larr Davis (Editor), Larry Davis (Editor), Hammou (Editor), Riad Hammoud (Editor), Riad I. Hammoud (Editor), Riad I Hammoud (Editor), Porikl (Editor), Fatih Porikli (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Hardback
• Released: 29.06.2015
• EAN: 9783642049323
• ISBN: 978-3-642-04932-3
• No. of pages: 350
• Illustrations: 350p.
• Series: Augmented Vision and Reality; Augmented Vision and Reality
• Subject: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering