The Resource Moving object detection using background subtraction, Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki

Moving object detection using background subtraction, Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki

Label
Moving object detection using background subtraction
Title
Moving object detection using background subtraction
Statement of responsibility
Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
Creator
Contributor
Author
Provider
Subject
Language
eng
Summary
This Springer Brief presents a comprehensive survey of the existing methodologies of background subtraction methods. It presents a framework for quantitative performance evaluation of different approaches and summarizes the public databases available for research purposes. This well-known methodology has applications in moving object detection from video captured with a stationery camera, separating foreground and background objects and object classification and recognition. The authors identify common challenges faced by researchers including gradual or sudden illumination change, dynamic backgrounds and shadow and ghost regions. This brief concludes with predictions on the future scope of the methods. Clear and concise, this brief equips readers to determine the most effective background subtraction method for a particular project. It is a useful resource for professionals and researchers working in this field
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Shaikh, Soharab Hossain
Image bit depth
0
LC call number
TA1634
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • SpringerLink
  • Saeed, Khalid
  • Chaki, Nabendu
Series statement
SpringerBriefs in Computer Science,
http://library.link/vocab/subjectName
  • Computer vision
  • Context-aware computing
  • Pattern recognition systems
  • Computer Science
  • Computer Imaging, Vision, Pattern Recognition and Graphics
  • Image Processing and Computer Vision
  • Multimedia Information Systems
  • COMPUTERS / General
  • Computer vision
  • Context-aware computing
  • Pattern recognition systems
Label
Moving object detection using background subtraction, Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references
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
Introduction -- Moving Object Detection Approaches, Challenges and Object Tracking -- Moving Object Detection Using Background Subtraction -- Moving Object Detection: A New Approach -- Databases for Research -- Conclusion
Dimensions
unknown
Extent
1 online resource (x, 67 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783319073866
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-07386-6
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)881843439
  • (OCoLC)ocn881843439
Label
Moving object detection using background subtraction, Soharab Hossain Shaikh, Khalid Saeed, Nabendu Chaki
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references
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
Introduction -- Moving Object Detection Approaches, Challenges and Object Tracking -- Moving Object Detection Using Background Subtraction -- Moving Object Detection: A New Approach -- Databases for Research -- Conclusion
Dimensions
unknown
Extent
1 online resource (x, 67 pages)
File format
multiple file formats
Form of item
  • online
  • electronic
Isbn
9783319073866
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-319-07386-6
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)881843439
  • (OCoLC)ocn881843439

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