Sharif University of Technology

Spring 2011

Title: Digital Image Processing (25157)

Instructor: Emad Fatemizadeh

Location: EE New Building, Class Room 316

Lectures: Sunday and Tuesday (07:30-09:00)

Type: Graduated

Credits: 3

Prerequisites: Digital Signal Processing (25155)

Midterm: In class agreement

Final Exam Date and Time: 1385/03/23, 14:30

Text: Digital Image Processing, 2nd Ed., 2002,  by Gonzalez and Woods.

• Middle :35%
• Final: 35%
• Homework: 15%
• Research Project: 15%

• Introduction
• Image Acquisition and Simple Transformation
• Image Sampling and Quantization
• Two Dimensional System Theory
• Image Enhancement is Spatial Domain
• Image Enhancement in Frequency Domain
• Image Restoration
• Optimal Image Processing
• A Brief on Color Imaging
• Image Compression
• Image Segmentation
• Representation and Description
• Morphological Image Processing

• R. C. Gonzalez and R. E. Woods, Digital Image Processing, 2nd Ed., 2002, Prentice Hall.
• A. K. Jain, Fundamental of Digital Image Processing, 1989, Prentice Hall.
• J. C. Russ, The Image Processing Handbook, 4th Edition, 2002, CRC Press.

• IEEE Trans. on Image Processing
• IEEE Trans. on Medical Imaging
• IEEE Trans. on Pattern Analysis and Machine Intelligence
• IEEE Trans. on Biomedical Engineering
• IEEE Trans. on Information Technology in Biomedicine
• IEEE Trans. on Signal Processing
• IEEE Trans. on Visualization and Computer Graphics
• Signal Processing, Image Communication  (Elsevier Science)
• Signal Processing (Elsevier Science)
• Pattern Recognition, (Pergamon-Elsevier)
• Pattern Recognition Letters ( Elsevier)

• HomeWorks

• Gonzalez Sample Chapters

• Matlab DIP commands in Brief

• Benchmark Images

• Lecture Notes

  • Introduction (View Version and Print Version)
  • Fundamentals of Image Processing (View Version and Print Version)
  • Image Enhancement in Spatial Domain (View Version and Print Version)
  • Image Enhancement Frequency Domain (View Version and Print Version)
  • Image Restoration (View Version and Print Version)
  • Color Image Processing (View Version and Print Version)
  • Wavelet and Multiresolution Processing (View Version and Print Version)
  • Image Compression (View Version and Print Version)
  • Image Transforms (View Version and Print Version)
  • Morphological Image Processing (View Version and Print Version)
  • Image Segmentation (View Version and Print Version)
  • Representation and Description (View Version and Print Version)

• "Digital Image Processing" Website
• Checker Shadow Illusion (Nice)!
• Arithmetic Coding Implementation

All material of this homepage are free to use for academic only purpose. Last updates: 05/25/2011