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CP467

Image Processing & Pattern Recognition

0.5 credits · Undergraduate

Fall 2024 · Image Processing and Pattern Recognition

Topics

  • Digital-image fundamentals
  • histogram and intensity transformations
  • spatial filters
  • Canny edges
  • Harris corners
  • Hough and RANSAC methods
  • SIFT
  • feature matching
  • segmentation
  • clustering
  • image classification.

Readings

  • Digital Image Processing — Rafael Gonzalez and Richard Woods; 4th edition, 2018; Pearson.
    Recommended
  • Python and OpenCV.
    Other material
Sources