YouTube: Digital Image Processing by Rich Radke

Intro to Digital Image Processing (ECSE-4540) Lectures, Spring 2015

  • DIP Lecture 1: Digital Image Modalities and Processing
  • DIP Lecture 2: The human visual system, perception, and color
  • DIP Lecture 3: Image acquisition and sensing
  • DIP Lecture 4: Histograms and point operations
  • DIP Lecture 5: Geometric operations
  • DIP Lecture 6: Spatial filters
  • DIP Lecture 7: The 2D Discrete Fourier Transform
  • DIP Lecture 8: Frequency domain filtering; sampling and aliasing
  • DIP Lecture 9: Unitary image transforms
  • DIP Lecture 10: Edge detection
  • DIP Lecture 11: Edge linking and line detection
  • DIP Lecture 12: Thresholding
  • DIP Lecture 12a: Image Segmentation
  • DIP Lecture 12b: Snakes, active contours, and level sets
  • DIP Lecture 13: Morphological image processing
  • DIP Lecture 13a: Region description and filtering
  • DIP Lecture 14: Object and feature detection
  • DIP Lecture 15: Lossless image coding
  • DIP Lecture 16: Lossy image compression
  • DIP Lecture 17: Image restoration and the Wiener filter
  • DIP Lecture 18: Reconstruction from parallel projections and the Radon transform
  • DIP Lecture 19: Fan-beam reconstruction
  • DIP Lecture 20: Dithering and halftoning
  • DIP Lecture 21: Digital watermarking
  • DIP Lecture 22: Image blending
  • DIP Lecture 23: Photomontage and inpainting
  • DIP Lecture 24: Image retargeting
  • DIP Lecture 24a: Digital Image Forensics
  • DIP Lecture 25: Active shape models

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