The Resource Feature Extraction and Image Processing, (electronic resource)

Feature Extraction and Image Processing, (electronic resource)

Label
Feature Extraction and Image Processing
Title
Feature Extraction and Image Processing
Creator
Contributor
Subject
Genre
Language
  • eng
  • eng
Summary
Focusing on feature extraction while also covering issues and techniques such as image acquisition, sampling theory, point operations and low-level feature extraction, the authors have a clear and coherent approach that will appeal to a wide range of students and professionals.*Ideal module text for courses in artificial intelligence, image processing and computer vision*Essential reading for engineers and academics working in this cutting-edge field*Supported by free software on a companion website
Cataloging source
AU-PeEL
http://library.link/vocab/creatorName
Nixon, Mark
Dewey number
  • 006.37
  • 006.37 21
Language note
English
LC call number
TA1637 .N58 2002
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Aguado, Alberto S
http://library.link/vocab/subjectName
  • Computer vision
  • Digital techniques
  • Image processing
  • Image processing
  • Image processing. Traitement d’images
  • Mathematics
  • Pattern recognition systems
  • Image processing
  • Engineering & Applied Sciences
  • Applied Physics
  • Computer Science
Label
Feature Extraction and Image Processing, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Abbreviated title
FEATURE EXTRACTION & IMAGE PROCESSING
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
  • Cover; Contents; Preface; Chapter 1. Introduction; 1.1 Overview; 1.2 Human and computer vision; 1.3 The human vision system; 1.4 Computer vision systems; 1.5 Mathematical systems; 1.6 Associated literature; 1.7 References; Chapter 2. Images, sampling and frequency domain processing; 2.1 Overview; 2.2 Image formation; 2.3 The Fourier transform; 2.4 The sampling criterion; 2.5 The discrete Fourier transform (DFT); 2.6 Other properties of the Fourier transform; 2.7 Transforms other than Fourier; 2.8 Applications using frequency domain properties; 2.9 Further reading; 2.10 References
  • Chapter 3. Basic image processing operations3.1 Overview; 3.2 Histograms; 3.3 Point operators; 3.4 Group operations; 3.5 Other statistical operators; 3.6 Further reading; 3.7 References; Chapter 4. Low-level feature extraction (including edge detection); 4.1 Overview; 4.2 First-order edge detection operators; 4.3 Second-order edge detection operators; 4.4 Other edge detection operators; 4.5 Comparison of edge detection operators; 4.6 Detecting image curvature; 4.7 Describing image motion; 4.8 Further reading; 4.9 References; Chapter 5. Feature extraction by shape matching; 5.1 Overview
  • 5.2 Thresholding and subtraction5.3 Template matching; 5.4 Hough transform (HT); 5.5 Generalised Hough transform (GHT); 5.6 Other extensions to the HT; 5.7 Further reading; 5.8 References; Chapter 6. Flexible shape extraction (snakes and other techniques); 6.1 Overview; 6.2 Deformable templates; 6.3 Active contours (snakes); 6.4 Discrete symmetry operator; 6.5 Flexible shape models; 6.6 Further reading; 6.7 References; Chapter 7. Object description; 7.1 Overview; 7.2 Boundary descriptions; 7.3 Region descriptors; 7.4 Further reading; 7.5 References
  • Chapter 8. Introduction to texture description, segmentation and classification8.1 Overview; 8.2 What is texture; 8.3 Texture description; 8.4 Classification; 8.5 Segmentation; 8.6 Further reading; 8.7 References; Chapter 9. Appendices; 9.1 Appendix 1: Homogeneous co-ordinate system; 9.2 Appendix 2: Least squares analysis; 9.3 Appendix 3: Example Mathcad worksheet for Chapter 3; 9.4 Appendix 4: Abbreviated Matlab worksheet; Index
Dimensions
unknown
Extent
1 online resource (363 p.)
Form of item
electronic
Isbn
9781281022011
Media category
computer
Media type code
  • c
Specific material designation
remote
System control number
  • (EBL)298013
  • (OCoLC)476072773
  • (SSID)ssj0000153891
  • (PQKBManifestationID)11159213
  • (PQKBTitleCode)TC0000153891
  • (PQKBWorkID)10405622
  • (PQKB)11686588
  • (EXLCZ)991000000000350713
Label
Feature Extraction and Image Processing, (electronic resource)
Publication
Note
Description based upon print version of record
Abbreviated title
FEATURE EXTRACTION & IMAGE PROCESSING
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
  • Cover; Contents; Preface; Chapter 1. Introduction; 1.1 Overview; 1.2 Human and computer vision; 1.3 The human vision system; 1.4 Computer vision systems; 1.5 Mathematical systems; 1.6 Associated literature; 1.7 References; Chapter 2. Images, sampling and frequency domain processing; 2.1 Overview; 2.2 Image formation; 2.3 The Fourier transform; 2.4 The sampling criterion; 2.5 The discrete Fourier transform (DFT); 2.6 Other properties of the Fourier transform; 2.7 Transforms other than Fourier; 2.8 Applications using frequency domain properties; 2.9 Further reading; 2.10 References
  • Chapter 3. Basic image processing operations3.1 Overview; 3.2 Histograms; 3.3 Point operators; 3.4 Group operations; 3.5 Other statistical operators; 3.6 Further reading; 3.7 References; Chapter 4. Low-level feature extraction (including edge detection); 4.1 Overview; 4.2 First-order edge detection operators; 4.3 Second-order edge detection operators; 4.4 Other edge detection operators; 4.5 Comparison of edge detection operators; 4.6 Detecting image curvature; 4.7 Describing image motion; 4.8 Further reading; 4.9 References; Chapter 5. Feature extraction by shape matching; 5.1 Overview
  • 5.2 Thresholding and subtraction5.3 Template matching; 5.4 Hough transform (HT); 5.5 Generalised Hough transform (GHT); 5.6 Other extensions to the HT; 5.7 Further reading; 5.8 References; Chapter 6. Flexible shape extraction (snakes and other techniques); 6.1 Overview; 6.2 Deformable templates; 6.3 Active contours (snakes); 6.4 Discrete symmetry operator; 6.5 Flexible shape models; 6.6 Further reading; 6.7 References; Chapter 7. Object description; 7.1 Overview; 7.2 Boundary descriptions; 7.3 Region descriptors; 7.4 Further reading; 7.5 References
  • Chapter 8. Introduction to texture description, segmentation and classification8.1 Overview; 8.2 What is texture; 8.3 Texture description; 8.4 Classification; 8.5 Segmentation; 8.6 Further reading; 8.7 References; Chapter 9. Appendices; 9.1 Appendix 1: Homogeneous co-ordinate system; 9.2 Appendix 2: Least squares analysis; 9.3 Appendix 3: Example Mathcad worksheet for Chapter 3; 9.4 Appendix 4: Abbreviated Matlab worksheet; Index
Dimensions
unknown
Extent
1 online resource (363 p.)
Form of item
electronic
Isbn
9781281022011
Media category
computer
Media type code
  • c
Specific material designation
remote
System control number
  • (EBL)298013
  • (OCoLC)476072773
  • (SSID)ssj0000153891
  • (PQKBManifestationID)11159213
  • (PQKBTitleCode)TC0000153891
  • (PQKBWorkID)10405622
  • (PQKB)11686588
  • (EXLCZ)991000000000350713

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