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.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Nixon, Mark S., Aguado, Alberto S. (Autor)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Oxford, UK : Academic Press/Elsevier Ltd., Ã2008.
Edición:2nd ed.
Temas:
Image processing.
Traitement d'images.
image processing.
Image processing
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)
Tabla de Contenidos:
  • 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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