Vision based Pedestrian Protection Systems for Intelligent Vehicles is popular PDF and ePub book, written by David Gerónimo in 2013-08-31, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Vision based Pedestrian Protection Systems for Intelligent Vehicles can be Read Online from any device for your convenience.
Vision based Pedestrian Protection Systems for Intelligent Vehicles Book PDF Summary
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.
Detail Book of Vision based Pedestrian Protection Systems for Intelligent Vehicles PDF
- Author : David Gerónimo
- Release : 31 August 2013
- Publisher : Springer Science & Business Media
- ISBN : 9781461479871
- Genre : Computers
- Total Page : 118 pages
- Language : English
- PDF File Size : 17,5 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Vision based Pedestrian Protection Systems for Intelligent Vehicles by David Gerónimo, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.