Digital Image Processing An Algorithmic Introduction Using Java / by Wilhelm Burger, Mark J. Burge.

This modern, self-contained textbook provides an accessible introduction to the field from the perspective of a practicing programmer, supporting a detailed presentation of the fundamental concepts and techniques with practical exercises and fully worked out implementation examples. This much-antici...

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Bibliographic Details
Main Authors:	Burger, Wilhelm (Author), Burge, Mark J. (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	London : Springer London : Imprint: Springer, 2016.
Edition:	2nd ed. 2016.
Series:	Texts in Computer Science, Springer eBook Collection.
Subjects:	Optical data processing. Signal processing. Image processing. Speech processing systems. Computational intelligence. Electronic resources (E-books)
Online Access:	Click to view e-book
Holy Cross Note:	Loaded electronically. Electronic access restricted to members of the Holy Cross Community.

Table of Contents:

Digital Images
ImageJ
Histograms and Image Statistics
Point Operations
Filters
Edges and Contours
Corner Detection
Finding Simple Curves: The Hough Transform
Morphological Filters
Regions in Binary Images
Automatic Thresholding
Color Images
Color Quantization
Colorimetric Color Spaces
Filters for Color Images
Edge Detection in Color Images
Edge-Preserving Smoothing Filters
Introduction to Spectral Techniques
The Discrete Fourier Transform in 2D
The Discrete Cosine Transform (DCT)
Geometric Operations
Pixel Interpolation
Image Matching and Registration
Non-Rigid Image Matching
Scale-Invariant Feature Transform (SIFT)
Fourier Shape Descriptors
Appendix A: Mathematical Symbols and Notation
Appendix B: Linear Algebra
Appendix C: Calculus
Appendix D: Statistical Prerequisites
Appendix E: Gaussian Filters
Appendix F: JavaNotes.

Digital Image Processing An Algorithmic Introduction Using Java / by Wilhelm Burger, Mark J. Burge.

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