ECE 418
Introduction to Image & Video Processing
 (SP2023)

Syllabus
Lecture notes by Prof. Moulin
 
 
 
Homework Due      
HW1 Feb 2, 2023
HW2 Feb 23, 2023
HW3 Mar 26, 2023
HW4 April 8, 2023
HW5  

 

Lab section  Due      
Lab 1   
Lab2 Feb 2, 2023
Lab3 Feb 9, 2023
Lab4 Feb 16, 2023
Lab5 Feb 23, 2023
Lab6 Mar 2, 2023
Lab7 Mar 9, 2023
Lab8 Mar 23, 2023
Lab9 Mar 30, 2023
Lab10 Apr 6, 2023
Lab11 Apr 16, 2023
Lab12  Apr 23, 2023
Note: Lab 12 is the last one

 

Image & Video Processing

Instructor:

Prof. Pierre Moulin
Office: 310 Coordinated Science Lab
Office hour: Wednesday 10:15 - 11:45  
Email: pmoulin@illinois.edu

 

Lecture:

Tuesday and Thursday
14:00 - 15:20 
Location: 2015 ECEB

 

TA:

Yifeng Fan
Office hour: Tuesday 16:00 - 18:00 
Lab section: Friday 13:00 - 17:00 
Email: yifengf2@illinois.edu

Both OHs and Labs will be on Zoom. Links

 

Projects:

List of topics

 

Exams

Midterm 1:
  • Date & Time: Mar 8th, Wed, 7pm - 9pm
  • Location: 2015 ECEB
  • Coverage: Chapter 1&2 on the lecture notes
  • A 2-sided of handwritten or typed cheat sheet on a 8.5 * 11 paper is allowed
  • No calculator
  • Practice exams: Spring 2018, Spring 2021
  • Solution
Midterm 2:
  • Date & Time: Apr 12th, Wed, 7pm - 9pm
  • Location: 2015 ECEB
  • Coverage: Chapter 1-6 on the lecture notes
  • Two 2-sided of handwritten or typed cheat sheets on a 8.5 * 11 paper are allowed
  • No calculator
  • Practice exams: Spring 2018Spring 2021
  • Solution

Final exam

  • Date & Time: May 10th, Wed, 7pm - 10pm
  • Location: 2015 ECEB
  • Coverage: All chapters on the lecture notes
  • Three 2-sided of handwritten or typed cheat sheets on a 8.5 * 11 paper are allowed
  • No calculator
  • Practice exams: Spring 2018 (Solution updated), Spring 2021(Solution updated)

Textbooks:

(The following books are on reserve in the Grainger Library)

      [1] YaoWang, Jorn Osterman, Ya-Qin Zhang, Video Processing and Communications, Prentice-Hall, 2002.
      [2] R. Gonzalez and R. Woods, Digital Image Processing, 2nd Ed., Prentice-Hall 2002.
      [3] A. K. Jain, Fundamentals of Digital Image Processing, Prentice-Hall, 1989.
      [4] W. K. Pratt, Digital Image Processing, Wiley, 1991.
      [5] A. M. Tekalp, Digital Video Processing, Prentice-Hall, 1995.
      [6] M. Ghanbari, Video Coding - an introduction to standard codecs, IEE Telecommunications Series, 1999.
      [7] YaoWang, Jorn Osterman, Ya-Qin Zhang, Video Processing and Communications, Prentice-Hall, 2002.

 

Homeworks

  • Due date: HW is usually assigned bi-weekly on Thursday and due by the end of the following Thursday
  • Submission: Homework should be uploaded as a PDF file (either handwritten or typed) to Gradescope. Please use the access code: Y7ZY2P
  • Regrade requests must be submitted on Gradescope within one week of grades being posted. All regrade requests must have a brief justification
  • Late submissions will not be accepted

 

Lab sections: 

  • A lab section is held weekly to let you obtain hands-on experiences with materials covered in this course
  • Attendance is encouraged but not required
  • Due date: same as the HWs
  • Submission: A lab report as a PDF file (either handwritten or typed), the source code, and other required files should be combined and uploaded as a .zip file, to Gradescope, using the same access code as the HWs
  • Regarde requests policy: same as the HWs
  • Late submissions will not be accepted

 

Grading:

  • Lab (except Lab 1)      25%
  • Homework        10%
  • Midterm1        15%
  • Midterm2        15%
  • Final                 35% or 20%
  • Optional Project                 0% or 15%