عنوان

Feature Extraction and Image Processing.

شابک

0080506259

شابک

9780080506258

شماره

b549700

عنوان اصلي

Feature Extraction and Image Processing.

نام عام مواد

[Book]

نام نخستين پديدآور

Mark Nixon

محل نشرو پخش و غیره

Jordan Hill

نام ناشر، پخش کننده و غيره

Elsevier Science

تاریخ نشرو بخش و غیره

2014

نام خاص و کميت اثر

(363 pages)

متن يادداشت

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.

متن يادداشت

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.

موضوع مستند نشده

Image processing.

موضوع مستند نشده

Optical data processing.

شماره رده

نشانه اثر

مستند نام اشخاص تاييد نشده

Mark Nixon

مستند نام اشخاص تاييد نشده

Alberto Aguado

مستند نام اشخاص تاييد نشده

Mark Nixon

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y