The Resource Automated Multi-Camera Surveillance: Algorithms and Practice, by Omar Javed, Mubarak Shah, (electronic resource)

Automated Multi-Camera Surveillance: Algorithms and Practice, by Omar Javed, Mubarak Shah, (electronic resource)

Label
Automated Multi-Camera Surveillance: Algorithms and Practice
Title
Automated Multi-Camera Surveillance: Algorithms and Practice
Statement of responsibility
by Omar Javed, Mubarak Shah
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
The deployment of surveillance systems has captured the interest of both the research and the industrial worlds in recent years. The aim of this effort is to increase security and safety in several application domains such as national security, home and bank safety, traffic monitoring and navigation, tourism, and military applications. The video surveillance systems currently in use share one feature: A human operator must monitor them at all times, thus limiting the number of cameras and the area under surveillance and increasing cost. A more advantageous system would have continuous active warning capabilities, able to alert security officials during or even before the happening of a crime. Existing automated surveillance systems can be classified into categories according to: The environment they are primarily designed to observe; The number of sensors that the automated surveillance system can handle; The mobility of sensor. The primary concern of this book is surveillance in an outdoor urban setting, where it is not possible for a single camera to observe the complete area of interest. Multiple cameras are required to observe such large environments. This book discusses and proposes techniques for development of an automated multi-camera surveillance system for outdoor environments, while identifying the important issues that a system needs to cope with in realistic surveillance scenarios. The goal of the research presented in this book is to build systems that can deal effectively with these realistic surveillance needs.
Member of
http://library.link/vocab/creatorName
Javed, Omar
Image bit depth
0
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Shah, Mubarak.
  • SpringerLink
Series statement
The International Series in Video Computing,
Series volume
10
http://library.link/vocab/subjectName
  • Computer science
  • Artificial intelligence
  • Computer vision
  • Optical pattern recognition
  • Computer Science
  • Computer Imaging, Vision, Pattern Recognition and Graphics
  • Image Processing and Computer Vision
  • Pattern Recognition
  • Artificial Intelligence (incl. Robotics)
  • Computer Applications
Label
Automated Multi-Camera Surveillance: Algorithms and Practice, by Omar Javed, Mubarak Shah, (electronic resource)
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Automated Video Surveillance -- Identifying Regions of Interest in Image Sequences -- Object Detection and Categorization -- Object Tracking in a Single Camera -- Tracking in Multiple Cameras with Disjoint Views -- Knight Surveillance System Deployment -- Concluding Remarks
Dimensions
unknown
Extent
X, 110p. 47 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9780387788814
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-78881-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-0-387-78881-4
Label
Automated Multi-Camera Surveillance: Algorithms and Practice, by Omar Javed, Mubarak Shah, (electronic resource)
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Automated Video Surveillance -- Identifying Regions of Interest in Image Sequences -- Object Detection and Categorization -- Object Tracking in a Single Camera -- Tracking in Multiple Cameras with Disjoint Views -- Knight Surveillance System Deployment -- Concluding Remarks
Dimensions
unknown
Extent
X, 110p. 47 illus.
File format
multiple file formats
Form of item
electronic
Isbn
9780387788814
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-387-78881-4
Other physical details
online resource.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
(DE-He213)978-0-387-78881-4

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