Coverart for item
The Resource Vision-based pedestrian protection systems for intelligent vehicles, David Gerónimo, Antonio M. López

Vision-based pedestrian protection systems for intelligent vehicles, David Gerónimo, Antonio M. López

Label
Vision-based pedestrian protection systems for intelligent vehicles
Title
Vision-based pedestrian protection systems for intelligent vehicles
Statement of responsibility
David Gerónimo, Antonio M. López
Creator
Contributor
Author
Subject
Genre
Language
eng
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
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorDate
1981-
http://library.link/vocab/creatorName
Gerónimo, David
Dewey number
006.3/7
Illustrations
illustrations
Index
no index present
LC call number
TA1634
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1969-
http://library.link/vocab/relatedWorkOrContributorName
López, Antonio M.
Series statement
SpringerBriefs in computer science,
http://library.link/vocab/subjectName
  • Computer vision
  • Driver assistance systems
  • Automotive sensors
  • COMPUTERS
  • Automotive sensors
  • Computer vision
  • Driver assistance systems
Label
Vision-based pedestrian protection systems for intelligent vehicles, David Gerónimo, Antonio M. López
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. Candidates Generation -- 3. Classification -- 4. Completing the System -- 5. Datasets and Benchmarking -- 6. Conclusions
Control code
857905225
Dimensions
unknown
Extent
1 online resource (x, 114 pages)
File format
unknown
Form of item
online
Isbn
9781461479864
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-7987-1
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)857905225
Label
Vision-based pedestrian protection systems for intelligent vehicles, David Gerónimo, Antonio M. López
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
1. Introduction -- 2. Candidates Generation -- 3. Classification -- 4. Completing the System -- 5. Datasets and Benchmarking -- 6. Conclusions
Control code
857905225
Dimensions
unknown
Extent
1 online resource (x, 114 pages)
File format
unknown
Form of item
online
Isbn
9781461479864
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-1-4614-7987-1
Other physical details
illustrations
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)857905225

Library Locations

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      1 University Blvd, St. Louis, MO, 63121, US
      38.710138 -90.311107
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