Digital Image Processing An Algorithmic Introduction Using Java /

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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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Burger, Wilhelm (Autor), Burge, Mark J. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: London : Springer London : Imprint: Springer, 2016.
Edición:2nd ed. 2016.
Colección:Texts in Computer Science,
Temas:
Computer vision.
Signal processing.
Computational intelligence.
Computer Vision.
Signal, Speech and Image Processing .
Computational Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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