Pattern Recognition and Image Preprocessing
eBook - ePub

Pattern Recognition and Image Preprocessing

  1. 720 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Pattern Recognition and Image Preprocessing

About this book

Describing non-parametric and parametric theoretic classification and the training of discriminant functions, this second edition includes new and expanded sections on neural networks, Fisher's discriminant, wavelet transform, and the method of principal components. It contains discussions on dimensionality reduction and feature selection; novel computer system architectures; proven algorithms for solutions to common roadblocks in data processing; computing models including the Hamming net, the Kohonen self-organizing map, and the Hopfield net; detailed appendices with data sets illustrating key concepts in the text; and more.

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Yes, you can access Pattern Recognition and Image Preprocessing by Sing T. Bow in PDF and/or ePUB format, as well as other popular books in Tecnología e ingeniería & Ingeniería eléctrica y telecomunicaciones. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Half Title
  3. Title Page
  4. Copyright Page
  5. Series Introduction
  6. Preface
  7. Table of Contents
  8. PART I. PATTERN RECOGNITION
  9. PART II. NEURAL NETWORKS FOR PATTERN RECOGNITION
  10. PART III. DATA PREPROCESSING FOR PICTORIAL PATTERN RECOGNITION
  11. PART IV. APPLICATIONS
  12. PART V. PRACTICAL CONCERNS OF IMAGE PROCESSING AND PATTERN RECOGNITION
  13. Appendix A: Digitized Images
  14. Appendix B: Image Model and Discrete Mathematics
  15. Appendix C: Digital Image Fundamentals
  16. Appendix D: Matrix Manipulation
  17. Appendix E: Eigenvectors and Eigenvalues of an Operator
  18. Appendix F: Notation
  19. Bibliography
  20. Index