Coverart for item
The Resource Soft computing for image and multimedia data processing, Siddhartha Bhattacharyya, Ujjwal Maulik

Soft computing for image and multimedia data processing, Siddhartha Bhattacharyya, Ujjwal Maulik

Label
Soft computing for image and multimedia data processing
Title
Soft computing for image and multimedia data processing
Statement of responsibility
Siddhartha Bhattacharyya, Ujjwal Maulik
Creator
Contributor
Author
Subject
Genre
Language
eng
Summary
Proper analysis of image and multimedia data requires efficient extraction and segmentation techniques. Among the many computational intelligence approaches, the soft computing paradigm is best equipped with several tools and techniques that incorporate intelligent concepts and principles. This book is dedicated to object extraction, image segmentation, and edge detection using soft computing techniques with extensive real-life application to image and multimedia data. The authors start with a comprehensive tutorial on the basics of brain structure and learning, and then the key soft computing techniques, including evolutionary computation, neural networks, fuzzy sets and fuzzy logic, and rough sets. They then present seven chapters that detail the application of representative techniques to complex image processing tasks such as image recognition, lighting control, target tracking, object extraction, and edge detection. These chapters follow a structured approach with detailed explanations of the problems, solutions, results, and conclusions. This is both a standalone textbook for graduates in computer science, electrical engineering, system science, and information technology, and a reference for researchers and engineers engaged with pattern recognition, image processing, and soft computing
Cataloging source
GW5XE
http://library.link/vocab/creatorDate
1975-
http://library.link/vocab/creatorName
Bhattacharyya, Siddhartha
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
QA76.9.S63
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
QA 76.9.S63
http://library.link/vocab/relatedWorkOrContributorName
Maulik, Ujjwal
http://library.link/vocab/subjectName
  • Soft computing
  • Image processing
  • Image analysis
  • Multimedia systems
  • Software
  • Image Processing, Computer-Assisted
  • Multimedia
  • Image analysis
  • Image processing
  • Multimedia systems
  • Soft computing
Label
Soft computing for image and multimedia data processing, Siddhartha Bhattacharyya, Ujjwal Maulik
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
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
  • Transformation Invariant Image Recognition Using Multilayer Perceptron
  • Energy-Efficient Intelligent Lighting Control Using a Multilayer Perceptron
  • Target Tracking Using Fuzzy Hostility Induced Segmentation of Optical Flow Field
  • Binary Object Extraction by Bidirectional Self-Organizing Neural Network Architecture
  • Multilevel Object Extraction by BDSONN Architecture
  • Color Object Extraction by Parallel BDSONN Architecture
  • Gray Scale Image Edge Detection Using Rough Sets
Control code
861787533
Dimensions
unknown
Extent
1 online resource (xv, 267 pages)
File format
unknown
Form of item
online
Isbn
9783642402548
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-40255-5
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)861787533
Label
Soft computing for image and multimedia data processing, Siddhartha Bhattacharyya, Ujjwal Maulik
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
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
  • Transformation Invariant Image Recognition Using Multilayer Perceptron
  • Energy-Efficient Intelligent Lighting Control Using a Multilayer Perceptron
  • Target Tracking Using Fuzzy Hostility Induced Segmentation of Optical Flow Field
  • Binary Object Extraction by Bidirectional Self-Organizing Neural Network Architecture
  • Multilevel Object Extraction by BDSONN Architecture
  • Color Object Extraction by Parallel BDSONN Architecture
  • Gray Scale Image Edge Detection Using Rough Sets
Control code
861787533
Dimensions
unknown
Extent
1 online resource (xv, 267 pages)
File format
unknown
Form of item
online
Isbn
9783642402548
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-642-40255-5
Other physical details
illustrations (some color)
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)861787533

Library Locations

    • Ellis LibraryBorrow it
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      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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