1
18.10.2017

Introduction

• Introduction to digital image processing
• Programming languages
• Introduction to MATLAB

 MATLAB I

• Introduction to the MATLAB desktop environment
• Introduction to the MATLAB Syntax
• Vectors and matrices, matrix calculus with MATLAB

2
25.10.2017

• Milestones in computer architecture development
• The digital logic level
  • Gates
  • Boolean Algebra
  • Implementation of Boolean functions
  • Memory
• Binary and hexadecimal numbers
  • Conversion between radices
  • Negative binary numbers
  • Binary arithmetic
  • Floating-point numbers

Download: Slides

MATLAB II

• Data classes in MATLAB
• MATLAB graphics functions

Download:

• Exercise (pdf)
• Exercise (doc)

Exercises should be submitted until Tuesday, Oct 31st, 2017,  8.00 a.m. (CET)

• Solutions

3
01.11.2017

Programming

• M-function programming in MATLAB
• Function handles
• Debugging techniques

Download: Slides

 MATLAB III

• Discussion of the execises of week #2
• Writing M-functions

Download:

• Exercise
• Template for the solutions

Exercises should be submitted until Wednesday, Nov 8th, 2017,  8.00 a.m. (CET)

• Solutions

4
08.11.2017

Programming II

• Programming techniques
• Generating graphics

Download: Part1 / Part2

MATLAB IV

• Discussion of the exercises of week #3
• MATLAB graphics functions

Download:

• Exercise
• Template for the solutions

Exercises should be submitted until Wednesday, Nov 22nd, 2017,  8.00 a.m. (CET)

• Solutions

MATLAB V

• Discussion of the exercises of week #4

6
22.11.2017

Matrices I

• Matrix calculus with MATLAB
  

Download: Slides

 MATLAB VI

• Matrix calculus with MATLAB

Download:

• Exercise
• Template for the solutions

Exercises should be submitted until Wednesday, Nov 29th, 2017,  8.00 a.m. (CET)

• Solutions

7
29.11.2017

Matrices II

• Matrix representation of systems of linear equations

Download: Slides

• Discussion of the exercises of week #6

8
06.12.2017

Matrices III

• Matrix representation of systems of linear equations
• Gauss-Jordan Elimination

Download:

• Script (pdf)
• MATLAB Live Script (mlx)

• Gauss-Jordan Elimination

• Exercise
• Template for the solutions

Exercises should be submitted until Wednesday, Dec 13th, 2017,  8.00 a.m. (CET)

• Solutions

9
13.12.2017

Optimization I

• Linear regression
• Non-linear regression

Download: Slides

• Discussion of the exercises of week #8
• Linear and non-linear regression

Download:

• Exercise
• Data

Exercises 1+2 should be submitted until Wednesday, Dec 20th, 2017,  8.00 a.m. (CET), Exercise 3 should be submitted until Jan 10th, 2018, 8.00 a.m. (CET)

• Solution to Exercise 9.3

10
20.12.2017

Optimization II

• Fitting algorithms

Download: see week #9

 MATLAB X

• Linear and non-linear regression (Cont.)

11
10.01.2018

Optimization III

• MATLAB toolboxes for fitting models to data

Download: Slides

MATLAB XI

• Non-linear curve fitting

Download:

• Exercise
• LineData.mat
• ExpData1.mat
• ExpData2.mat

Exercises should be submitted until Wednesday, Jan 24th, 2018,  8.00 a.m. (CET)

• Solution to Exercise 11.1

12
17.01.2018

Waves

• Wave fundamentals
• Complex numbers
• Euler's formula

Download:

• Slides

MATLAB XII

• Discussion of the exercises of week #11
• Non-linear curve fitting

13
24.01.2018 

Frequency domain processing of signals and images I

• Fourier's theorem
• Fourier series

Download: Slides

MATLAB XIII

• Fourier series
• Convolution

Download:

• Exercise

Exercises should be submitted until Wednesday, Jan 31st, 2018,  8.00 a.m. (CET)

• Solution to Exercise 13.1
• Solution to Exercise 13.2

 14
31.01.2018

Frequency domain processing of signals and images II

• Complex form of the Fourier series
• Discrete Fourier transform, FFT
• Convolution

Download: Slides

 MATLAB XIV

• Discussion of the exercises of week #13
• Fast Fourier Transform (FFT, iFFT)
• Convolution

Download:

• Exercise
• NoisySignal
• NoisyCells

Exercises should be submitted until Wednesday, Feb 7th, 2018,  8.00 a.m. (CET) (Submission is not mandatory).

• Solution

 15
07.02.2018

Frequency domain processing of signals and images III

• FFT
• Fundamental concepts for filtering in the time/spatial domain and the frequency domain

Download: FFTDemo.m

MATLAB XV

• Discussion of the exercises of week #14
• Fast Fourier Transform (FFT, iFFT)
• Convolution

Sample image files:

• FluorescentCells01.tif
• FluorescentCells02.tif
• FluorescentCells03.tif
• FluorescentCells04.tif
• Kidney01.jpg
• Kidney02.jpg
• Jurkat.tif

16
19.02.2018
16.15-17.45

Discussion of the mock exam

Checklist for topics covered in the course

Exam:

• Questions
• Template for programs
• Smiley
• Fluorescent cells

Solutions:

• Part I
• Part II (MATLAB code)

17
14.02.2018
9.00-11.00

14.02.2018
10.00-12.00