Digital Image Processing: An Algorithmic Introduction Using Java

by Wilhelm Burger

Digital Images.- ImageJ.- Histograms and Image Statistics.- Point Operations.- Filters.- Edges and Contours.- Corner Detection.- Finding Simple 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 Mathematical Symbols and Notation.- Appendix Linear Algebra.- Appendix Calculus.- Appendix Statistical Prerequisites.- Appendix Gaussian Filters.- Appendix JavaNotes.

Genres: Programming

836 pages, Paperback

First published November 28, 2007