عنوان

Feature Extraction and Image Processing.

(Number (ISBN

0080506259

(Number (ISBN

9780080506258

Number

b549700

Title Proper

Feature Extraction and Image Processing.

General Material Designation

[Book]

First Statement of Responsibility

Mark Nixon

Place of Publication, Distribution, etc.

Jordan Hill

Name of Publisher, Distributor, etc.

Elsevier Science

Date of Publication, Distribution, etc.

2014

Specific Material Designation and Extent of Item

(363 pages)

Text of Note

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.

Text of Note

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.

Image processing.

Optical data processing.

Class number

Book number

Mark Nixon

Alberto Aguado

Mark Nixon

Electronic name

[Book]

Y