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Vision-based Pedestrian Protection Systems for Intelligent Vehicles free ebook download

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Aeronautical Engineering

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Author(s):	David Geronimo, Antonio M. Lopez

Date:	2013	Format:	PDF	Language:	English	ISBN/ASIN:	146147986X
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	topron	Upload Date:	5/3/2020 9:16:41 AM

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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 humans 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.

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2772858	Book	https://k2s.cc/file/9c3aa5f77b7dc...		3.20	topron

Tags: Intelligent Pedestrian Protection Systems Vehicles Vision-based

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Vision-based Pedestrian Protection Systems for Intelligent Vehicles free ebook download

Category: Aeronautical Engineering

Description: Click to see full description

Category:
Aeronautical Engineering