Variational methods in image processing 049064, fall 2015 

Fall Semester 2015-2016.

Monday 14:30-16:30, room 354.

Course syllabus and info (Hebrew & English)

New course messages

  • Presentation meeting: Mon 15.2, 14:30-17:30, room 352 (note change in room).
  • Final project was given on 11.1.2016, due dates: presentation 15.2, final submission 29.2.
  • Exercise 4 was given on 4.1.2016, due date 18.1.2016
  • Exercise 3 was given on 21.12, due date 4.1.2016.
  • Exercise 2 was given on 23.11, due date 14.12.
  • Exercise 1 was given on 9.11, due date 23.11.

 

 

Lectures

Week (date)

Topic

Slides

Notes

1  (19.10) Intro lecture  Intro
2  (26.10) Diffusion processes I – linear, Perona-Malik, Weickert  Week 2  Notes 1
3  (2.11) Diffusion processes II - basic properties, stability, numerical implementation. (no slides)  Notes 2
4  (9.11) Basic functionals  Week 4  Notes 3
5  (16.11) BV and Euler-Lagrange  Week 5  Notes 4
6  (23.11) TV denoising and deconvolution  Week 6  Notes 5
7  (30.11) Segmentation I  Week 7  Notes 6
8  (14.12) Segmentation II – level sets  Week 8  Notes 7
9  (21.12) Optical flow  Week 9  Notes 8
10  (28.12) Nonlocal operators  Week 10  Notes 9
11 (4.1.15) Spectral TV  Week 11  Notes 10
12 (11.1.16) Numerical methods I  (no slides)  Notes 11
13 (18.1.16) Numerical methods II  (no slides)
 Notes 12

 

Exercises

Ex#

Topic

PDF

Due date

Files

1 Diffusion  Exercise 1  23.11.2015  Ex1_files
2 TV Denoising and Deconvolution  Exercise 2  14.12.2015
 Ex2_files
3 Segmentation and optical flow  Exercise 3  4.1.2016  Ex3_files
4 Spectral TV, Convex analysis, Nonlocal operators  Exercise 4  18.1.2016  Ex4 files
Proj Final project  Final Proj Presentation 15.2 Submission 29.2

 

 

 

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