Variational Methods in Image Processing 049064, Fall 2017 

Fall semester 2017-2018

Course syllabus and info (Hebrew & English)

New course messages

  • Exercise 1 was given (13.11), due date 27.11.
  • A mailing list for the course was set, anyone who did not join yet and wants to – please email me (15.11).

 

Lectures

Week (date)

Topic

Slides

Notes

1  (23.10) Intro lecture  Intro
2  (30.10) Diffusion processes I – linear, Perona-Malik, Weickert  Week 2  Notes 1
3 Diffusion processes II - basic properties, stability, numerical implementation.  Week 3  Notes 2
4 Basic functionals  Week 4  Notes 3
5 BV and Euler-Lagrange  Week 5  Notes 4
6 TV denoising and deconvolution  Week 6  Notes 5
7 Segmentation I  Week 7  Notes 6
8 Segmentation II – level sets  Week 8  Notes 7
9 Optical flow  Week 9  Notes 8
10 Nonlocal operators  Week 10  Notes 9
11 Spectral TV  Week 11  Notes 10
12 Numerical methods I  (no slides)  Notes 11
13 Numerical methods II  (no slides)
 Notes 12

 

Exercises

Ex#

Topic

PDF

Due date

Files

1 Diffusion  Exercise 1  27.11.2017  Ex1_files
2 TV Denoising and Deconvolution  
3 Segmentation and optical flow  
4 Spectral TV, Convex analysis, Nonlocal operators  
Proj Final project  

 

 

 

Older messages

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