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