Digital Image Processing An Algorithmic Introduction Using Java /

• Κύριοι συγγραφείς: Burger, Wilhelm (Συγγραφέας), Burge, Mark J. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: London : Springer London : Imprint: Springer, 2016.
• Έκδοση: 2nd ed. 2016.
• Σειρά: Texts in Computer Science,
• Θέματα: Computer science.; Image processing.; Computational intelligence.; Computer Science.; Image Processing and Computer Vision.; Signal, Image and Speech Processing.; Computational Intelligence.

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...

Πίνακας περιεχομένων:

• 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.