Vision-based Pedestrian Protection Systems for Intelligent Vehicles

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Science & Nature, Technology, Electronics, General Computing
Cover of the book Vision-based Pedestrian Protection Systems for Intelligent Vehicles by David Gerónimo, Antonio M. López, Springer New York
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: David Gerónimo, Antonio M. López ISBN: 9781461479871
Publisher: Springer New York Publication: August 31, 2013
Imprint: Springer Language: English
Author: David Gerónimo, Antonio M. López
ISBN: 9781461479871
Publisher: Springer New York
Publication: August 31, 2013
Imprint: Springer
Language: English

Pedestrian Protection Systems (PPSs) are on-board systems aimed at detecting and tracking people in the surroundings of a vehicle in order to avoid potentially dangerous situations. These systems, together with other Advanced Driver Assistance Systems (ADAS) such as lane departure warning or adaptive cruise control, are one of the most promising ways to improve traffic safety. By the use of computer vision, cameras working either in the visible or infra-red spectra have been demonstrated as a reliable sensor to perform this task. Nevertheless, the variability of human’s appearance, not only in terms of clothing and sizes but also as a result of their dynamic shape, makes pedestrians one of the most complex classes even for computer vision. Moreover, the unstructured changing and unpredictable environment in which such on-board systems must work makes detection a difficult task to be carried out with the demanded robustness. In this brief, the state of the art in PPSs is introduced through the review of the most relevant papers of the last decade. A common computational architecture is presented as a framework to organize each method according to its main contribution. More than 300 papers are referenced, most of them addressing pedestrian detection and others corresponding to the descriptors (features), pedestrian models, and learning machines used. In addition, an overview of topics such as real-time aspects, systems benchmarking and future challenges of this research area are presented.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Pedestrian Protection Systems (PPSs) are on-board systems aimed at detecting and tracking people in the surroundings of a vehicle in order to avoid potentially dangerous situations. These systems, together with other Advanced Driver Assistance Systems (ADAS) such as lane departure warning or adaptive cruise control, are one of the most promising ways to improve traffic safety. By the use of computer vision, cameras working either in the visible or infra-red spectra have been demonstrated as a reliable sensor to perform this task. Nevertheless, the variability of human’s appearance, not only in terms of clothing and sizes but also as a result of their dynamic shape, makes pedestrians one of the most complex classes even for computer vision. Moreover, the unstructured changing and unpredictable environment in which such on-board systems must work makes detection a difficult task to be carried out with the demanded robustness. In this brief, the state of the art in PPSs is introduced through the review of the most relevant papers of the last decade. A common computational architecture is presented as a framework to organize each method according to its main contribution. More than 300 papers are referenced, most of them addressing pedestrian detection and others corresponding to the descriptors (features), pedestrian models, and learning machines used. In addition, an overview of topics such as real-time aspects, systems benchmarking and future challenges of this research area are presented.

More books from Springer New York

Cover of the book Manual of Gynecologic Surgery by David Gerónimo, Antonio M. López
Cover of the book Entrapment in Escalating Conflicts by David Gerónimo, Antonio M. López
Cover of the book Resource Management for Heterogeneous Networks in LTE Systems by David Gerónimo, Antonio M. López
Cover of the book Partial Differential Equations III by David Gerónimo, Antonio M. López
Cover of the book Anatomy and Physiology of the Circulatory and Ventilatory Systems by David Gerónimo, Antonio M. López
Cover of the book Scalable Algorithms for Contact Problems by David Gerónimo, Antonio M. López
Cover of the book Introduction to Mixed-Signal, Embedded Design by David Gerónimo, Antonio M. López
Cover of the book Traceback and Anonymity by David Gerónimo, Antonio M. López
Cover of the book Physical Examination of the Shoulder by David Gerónimo, Antonio M. López
Cover of the book Adipose Tissue Biology by David Gerónimo, Antonio M. López
Cover of the book Introduction to Printed Electronics by David Gerónimo, Antonio M. López
Cover of the book Imaging of the Cervical Spine in Children by David Gerónimo, Antonio M. López
Cover of the book Link Mining: Models, Algorithms, and Applications by David Gerónimo, Antonio M. López
Cover of the book The Business of Bioscience by David Gerónimo, Antonio M. López
Cover of the book Karl Jaspers’ Philosophy and Psychopathology by David Gerónimo, Antonio M. López
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy