The Resource Applications of evolutionary computation in image processing and pattern recognition, Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros, editors

Applications of evolutionary computation in image processing and pattern recognition, Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros, editors

Label
Applications of evolutionary computation in image processing and pattern recognition
Title
Applications of evolutionary computation in image processing and pattern recognition
Statement of responsibility
Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros, editors
Contributor
Editor
Subject
Genre
Language
eng
Summary
This book presents the use of efficient Evolutionary Computation (EC) algorithms for solving diverse real-world image processing and pattern recognition problems. It provides an overview of the different aspects of evolutionary methods in order to enable the reader in reaching a global understanding of the field and, in conducting studies on specific evolutionary techniques that are related to applications in image processing and pattern recognition. It explains the basic ideas of the proposed applications in a way that can also be understood by readers outside of the field. Image processing and pattern recognition practitioners who are not evolutionary computation researchers will appreciate the discussed techniques beyond simple theoretical tools since they have been adapted to solve significant problems that commonly arise on such areas. On the other hand, members of the evolutionary computation community can learn the way in which image processing and pattern recognition problems can be translated into an optimization task. The book has been structured so that each chapter can be read independently from the others. It can serve as reference book for students and researchers with basic knowledge in image processing and EC methods
Member of
Cataloging source
N$T
Dewey number
006.3823
Index
no index present
LC call number
TA347.E96
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Cuevas, Erik
  • Zaldívar, Daniel
  • Pérez-Cisneros, Marco
Series statement
Intelligent systems reference library
Series volume
volume 100
http://library.link/vocab/subjectName
  • Evolutionary computation
  • Image processing
  • Image processing
  • Pattern recognition systems
  • COMPUTERS
  • Evolutionary computation
  • Image processing
  • Image processing
  • Pattern recognition systems
  • Engineering
  • Computational Intelligence
  • Artificial Intelligence (incl. Robotics)
  • Signal, Image and Speech Processing
  • Image Processing and Computer Vision
  • Calculus of Variations and Optimal Control; Optimization
  • Artificial intelligence
  • Imaging systems & technology
  • Image processing
  • Calculus of variations
Label
Applications of evolutionary computation in image processing and pattern recognition, Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-26462-2
Instantiates
Publication
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
Introduction -- Image Segmentation Based on Differential Evolution Optimization.-Motion Estimation Based on Artificial Bee Colony (ABC) -- Ellipse Detection on Images Inspired by the Collective Animal Behavior -- Template Matching by Using the States of Matter Algorithm -- Estimation of Multiple View Relations Considering Evolutionary Approaches -- Circle Detection on Images Based on an Evolutionary Algorithm that Reduces the Number of Function Evaluations -- Otsu and Kapur Segmentation Based on Harmony Search Optimization -- Leukocyte Detection by Using Electromagnetism-Like Optimization -- Automatic Segmentation by Using an Algorithm Based on the Behavior of Locust Swarms
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319264622
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-26462-2
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)928626028
  • (OCoLC)ocn928626028
Label
Applications of evolutionary computation in image processing and pattern recognition, Erik Cuevas, Daniel Zaldívar, Marco Perez-Cisneros, editors
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-26462-2
Publication
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
Introduction -- Image Segmentation Based on Differential Evolution Optimization.-Motion Estimation Based on Artificial Bee Colony (ABC) -- Ellipse Detection on Images Inspired by the Collective Animal Behavior -- Template Matching by Using the States of Matter Algorithm -- Estimation of Multiple View Relations Considering Evolutionary Approaches -- Circle Detection on Images Based on an Evolutionary Algorithm that Reduces the Number of Function Evaluations -- Otsu and Kapur Segmentation Based on Harmony Search Optimization -- Leukocyte Detection by Using Electromagnetism-Like Optimization -- Automatic Segmentation by Using an Algorithm Based on the Behavior of Locust Swarms
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319264622
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-26462-2
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)928626028
  • (OCoLC)ocn928626028

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