Digital image processing by Dr. Ghassabi

Digital image processing- Central Branch
Dr. Ghassabi
 
Grades
  • Home work – 30%
  • Exam- 40%
  • Presentation and Participation- 30%

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Assignments
pictures to test your excersices

 

Extra Files

(file1)

Matlab Functions of Gozalez book

Reference

  • Digital Image Processing (3rd Edition), Rafael C. Gonzalez, Richard E. Woods.
  • Digital Image Processing using Matlab

MATLAB tutorials
File 1, File 2, File 3, File 4

 

Lectures

Title
Chapter 1 - Introduction
Chapter 2 - Digital Image Fundamentals
Chapter 3 - Intensity Transformations and Spatial Filtering
Chapter 4 - Filtering in the Frequency Domain
Chapter 5 - Image Restoration and Reconstruction
Chapter 6 - Color Image Processing
Chapter 7 - Wavelet and Multiresolution Processing
Chapter 8 - Image Compression
Chapter 9 - Morphological Image Processing
Chapter 10 - Image Segmentation
Chapter 11 - Representation and Description
Chapter 12 - Object Recognition

 

Papers

Survey papers about Retinal image Analysis
Papers that used morphological operations for post-processing or pre-processing of retinal images (vessel extraction, retinal image enhancement)
Papers that used moments and boundary descriptors for description of regions in retinal images
Registering retinal images

 

paper presentation

  • What problem is each paper trying to solve?
  • Why should we care about this problem? What challenges does it pose? In 1-2 sentences, what are the previous approaches to solving this problem, if any?
  • At a high level, what approach does this work take to solving the problem?
  • In more detail, what are the key steps in the approach?
  • How do the authors set up the evaluation of their approach? What hypotheses are they trying to verify?
  • What experimental outcomes do the authors find? Are the hypotheses confirmed?
  • What are some weaknesses of the approach, or some directions for future work? Be ready to pose some discussion questions.