The Resource Traffic-sign recognition systems, by Sergio Escalera...[et al.], (electronic resource)

Traffic-sign recognition systems, by Sergio Escalera...[et al.], (electronic resource)

Label
Traffic-sign recognition systems
Title
Traffic-sign recognition systems
Statement of responsibility
by Sergio Escalera...[et al.]
Contributor
Provider
Subject
Language
eng
Summary
This work presents a full generic approach to the detection and recognition of traffic signs. The approach, originally developed for a mobile mapping application, is based on the latest computer vision methods for object detection, and on powerful methods for multiclass classification. The challenge was to robustly detect a set of different sign classes in real time, and to classify each detected sign into a large, extensible set of classes. To address this challenge, several state-of-the-art methods were developed that can be used for different recognition problems. Following an introduction to the problems of traffic sign detection and categorization, the text focuses on the problem of detection, and presents recent developments in this field. The text then surveys a specific methodology for the problem of traffic sign categorization – Error-Correcting Output Codes – and presents several algorithms, performing experimental validation on a mobile mapping application. The work ends with a discussion on future lines of research, and continuing challenges for traffic sign recognition
Member of
Cataloging source
GW5XE
Image bit depth
0
LC call number
TA1634
LC item number
.T73 2011
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Escalera, Sergio
Series statement
SpringerBriefs in Computer Science,
http://library.link/vocab/subjectName
  • Computer vision
  • Pattern recognition systems
  • Traffic signs and signals
  • Computer vision
  • Pattern recognition systems
  • Traffic signs and signals
  • Informatique
Label
Traffic-sign recognition systems, by Sergio Escalera...[et al.], (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references
Color
not applicable
Contents
Introduction -- Background on Traffic Sign Detection and Recognition -- Traffic Sign Detection -- Traffic Sign Categorization -- Traffic Sign Detection and Recognition System -- Conclusions
Dimensions
unknown
Extent
1 online resource (vi, 96 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781447122456
Level of compression
uncompressed
Other physical details
col. ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)757824587
  • (OCoLC)ocn757824587
Label
Traffic-sign recognition systems, by Sergio Escalera...[et al.], (electronic resource)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references
Color
not applicable
Contents
Introduction -- Background on Traffic Sign Detection and Recognition -- Traffic Sign Detection -- Traffic Sign Categorization -- Traffic Sign Detection and Recognition System -- Conclusions
Dimensions
unknown
Extent
1 online resource (vi, 96 p.)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9781447122456
Level of compression
uncompressed
Other physical details
col. ill.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)757824587
  • (OCoLC)ocn757824587

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