Feature extraction and image processing /

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'Feature Extraction and Image Processing' takes one of the prime targets of applied computer vision, feature extraction and uses it to provide an essential guide to the implementation of image processing and computer vision techniques.

Détails bibliographiques
Cote:Libro Electrónico
Auteurs principaux: Nixon, Mark S., Aguado, Alberto S. (Auteur)
Format: Électronique eBook
Langue:Inglés
Publié: Oxford, UK : Academic Press/Elsevier Ltd., Ã2008.
Édition:2nd ed.
Sujets:
Image processing.
Traitement d'images.
image processing.
Image processing
Accès en ligne:Texto completo (Requiere registro previo con correo institucional)
Table des matières:
  • Introduction
  • Images, sampling and frequency domain processing
  • Basic image processing operations
  • Low-level feature extraction (including edge detection)
  • Feature extraction by shape matching
  • Flexible shape extraction (snakes and other techniques)
  • Object description
  • Introduction to texture description, segmentation and classification
  • Appendix 1 : example worksheets
  • Appendix 2 : camera geometry fundamentals
  • Appendix 3 : lease squares analysis
  • Appendix 4 : principal components analysis.

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