The Resource Guide to signals and patterns in image processing : foundations, methods and applications, Apurba Das

Guide to signals and patterns in image processing : foundations, methods and applications, Apurba Das

Label
Guide to signals and patterns in image processing : foundations, methods and applications
Title
Guide to signals and patterns in image processing
Title remainder
foundations, methods and applications
Statement of responsibility
Apurba Das
Creator
Author
Subject
Genre
Language
eng
Summary
This unique text/reference reviews the field of digital image processing from the different perspectives offered by the separate domains of signal processing and pattern recognition. The book describes a rich array of applications, representing the latest trends in industry and academic research. To inspire further interest in the field, a selection of elegant, worked-out numerical problems are also included in the text. The content is presented in an accessible manner, examining each topic in depth without assuming any prior knowledge from the reader, and providing additional background material in the appendices. Topics and features: Introduces the processes of sampling, quantization and encoding of images, as well as the operations of convolution and correlation, and the basic geometric transformations Covers image enhancement techniques in the spatial domain, the frequency domain, and the wavelet domain Describes the basics of the physics of light and color, and of the psycho-visual color system Reviews compression methods and formats for encoding images Discusses morphology-based image processing, which bridges signal processing and pattern recognition perspectives Examines state-of-the-art applications of techniques for feature extraction, selection, and reduction Investigates the modeling of object recognition in the human visual system for computer vision Provides electronic supplementary material, including MATLAB and C++ code, interactive GUI-based modules, and teaching slides at an associated website Appealing to a broad audience of students, tutors, researchers and professionals, this work offers an indispensable guide to image processing, pattern recognition and computer vision. The coverage draws upon the author?s extensive experience in academic teaching and training, government R & D, and private industry
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorDate
1980-
http://library.link/vocab/creatorName
Das, Apurba
Dewey number
006.6
Illustrations
illustrations
Index
index present
Language note
English
LC call number
TA1637
LC item number
.D37 2015eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/subjectName
  • Image processing
  • Optical pattern recognition
  • Image processing
  • Optical pattern recognition
  • Engineering & Applied Sciences
  • Applied Physics
  • Computer Science
  • Image Processing and Computer Vision
  • Pattern Recognition
  • Signal, Image and Speech Processing
  • Computers
  • Technology & Engineering
  • Pattern recognition
  • Imaging systems & technology
  • Computers
  • Image processing
Label
Guide to signals and patterns in image processing : foundations, methods and applications, Apurba Das
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-14172-5
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
Introduction to Digital Images -- Image Enhancement in the Spatial Domain -- Interpretation and Processing of Images in the Frequency Domain -- Color Science and Color Technology -- Wavelets: Multi-Resolution Image Processing -- Compression and Encoding of Images: Image Formats -- Morphology-Based Image Processing -- Patterns in Images and their Applications -- Psycho-Visual Pattern Recognition: Computer Vision -- Appendix A: Digital Differentiation and Edge Detection -- Appendix B: Elementary Probability Theory -- Appendix C: Frequently Used MATLAB Functions
Dimensions
unknown
Extent
1 online resource (xxiv, 416 pages)
File format
unknown
Form of item
online
Isbn
9783319141725
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-14172-5
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)908195442
  • (OCoLC)ocn908195442
Label
Guide to signals and patterns in image processing : foundations, methods and applications, Apurba Das
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-14172-5
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
Introduction to Digital Images -- Image Enhancement in the Spatial Domain -- Interpretation and Processing of Images in the Frequency Domain -- Color Science and Color Technology -- Wavelets: Multi-Resolution Image Processing -- Compression and Encoding of Images: Image Formats -- Morphology-Based Image Processing -- Patterns in Images and their Applications -- Psycho-Visual Pattern Recognition: Computer Vision -- Appendix A: Digital Differentiation and Edge Detection -- Appendix B: Elementary Probability Theory -- Appendix C: Frequently Used MATLAB Functions
Dimensions
unknown
Extent
1 online resource (xxiv, 416 pages)
File format
unknown
Form of item
online
Isbn
9783319141725
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-14172-5
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)908195442
  • (OCoLC)ocn908195442

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