CMPG-767
Image Processing
and Analysis

CMPG-767 Image Processing and Analysis

Last updated Fall 2024

Syllabus

Lecture Notes and Projects Assignments:

Lecture 1. Introduction to Image Processing                                        pptx pdf

Lecture 2. Fundamentals of Vision and Image Acquisition                 pptx pdf

Lecture 3. Statistical Analysis of Images                                               pptx pdf

Lecture 4. Concept of Spatial Domain Filtering                                    pptx pdf

Lecture 5. Linear Filtering in Spatial Domain                                      pptx pdf

Lecture 6. Nonlinear Filtering in Spatial Domain                                  pptx pdf

Lecture 7. Sharpening Filters in Spatial Domain                                  pptx pdf

Lecture 8. Edge Detection                                                                       pptx pdf

Lecture 9. Frequency Domain Processing. Fourier Transform           pptx pdf

Lecture 10. Frequency Domain Processing.
  Periodic Noise Filtering pptx pdf

Lecture 11. Restoration of Blurred Images                                            pptx pdf

Lecture 12. BM3D (Block-Matching 3D) Filtering                                pptx pdf

Lecture 13. Color Image Processing                                                      pptx pdf

Lecture 14. Localization of objects in images                                        pptx pdf