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Royida A. Ibrahem Alhayali, got a bachelor's  degree in computer engineering and software engineering from the College of engineering / University of Diyala, Iraq in 2007 and got a master 's degree in Computer Engineering from Bulgord State Technical University, Russia in 2014. Worked in the computer department in 2008 until 2011 and currently teaching as Assistant Lecture at the Faculty of Engineering / Diyala University from 2014 till now. Field research interests have concentrated in the (networks and digital image processing, encryption, security information, microprocessors and operating systems). It has several international certificates in the field of human development, including strategic planning Profile (SPP) and the Diploma linguistic modeling neurological (NLP) , (MBTI) and multiple intelligences.                                                                                                                                                                    


 

Weekly Schedule for Digital Image Processing

 

Day

Subject

Stage

Time

Thursday

Digital Image Processing

Forth /morning study

10:30- 2:30

Thursday

Digital Image Processing

Forth / evening study

2:00 – 5:00

Tuesday

Computer Control Lab

Forth / evening study

4:00 – 6:00

Thursday

Programming Lab

First /morning study

8:30 – 10:30

 


 

lecture:

  

4th  Stage

 

Subject

Lecture 1

Introduction to Digital Image Processing

Lecture 2

Digital Image Fundamentals

Lecture 3

Intensity Transformation and spatial filters

Lecture 4

Filtering in frequency domain

Lecture 5

Image Restoration &  Reconstruction

Lecture 6

Color Image Processing

Lecture 7

Wavelets and Multiresolution processing

 

Lecture 8

Image Compression

Lecture 9

Image Segmentation

 

Lecture 10

Morphological  Image processing

 


 

Qnuestios:

SOLUTIONS

SUBJECT

Sol- 1

Question no.1

Sol- 2

Question no.2

Sol- 3

Question no.3

Sol- 4

Question no.4

 


 

 

 

  • Homework:

  1. Explain and draw filtering process in frequency domain.

  2. Consider the following 4×4 image, apply the following filter on the shaded pixel.

a- Weighted average filter       b- Min filter.       c- Median filter

  1. What's the difference between Fourier Transform and Cosine Transform? Write program or algorithm to convert image (NxN) using Cosine Transform.

  2. Apply Histogram Equalization for 3 bit/pixel image with following histogram:

Gray-level  value

0

1

2

3

4

5

6

7

No. of pixel histogram  value

18

10

2

14

9

5

2

7

 


 

  • Useful Links:

  1. http://www.imageprocessingplace.com/DIP-3E/dip3e_main_page.htm

  2. https://www.youtube.com/watch?v=bxhJEe38bhY&list=PLZ9qNFMHZ-A79y1StvUUqgyL-O0fZh2rs

  3. https://www.youtube.com/watch?v=CVV0TvNK6pk&list=PL1F076D1A98071E24

  4. https://en.wikipedia.org/wiki/Digital_image_processing

  5. http://www.tutorialspoint.com/dip/


publications:

 

 

АВТОМАТИЗАЦИЯ ДОМАШНЕГО ХОЗЯЙСТВА, материалы  Международной научно-практической конференции –  краснодар, 2013.

                                                                                                                                                                                                    

БЕСПРОВОДНОЕ УПРАВЛЕНИЕ АВТОМОБИЛЕМ, материалы  Международной научно-практической конференции –  краснодар, 2013.

ЭЛЕКТРОННАЯ РУЧКА – SMART PEN ЦИФРОВОЙ, материалы  Международной научно-практической конференции –  краснодар, 2013.

СУЩНОСТЬ, РАЗВИТИЕ И ОСОБЕННОСТИ ЭЛЕКТРОННОЙ КОММЕРЦИИ, материалы  Международной научно-практической конференции –  краснодар, 2013.

A Study of  Some Methods for the Approximate Calculation of Definite Integrals Using Computers, Eastern European Scientific Journal, 2014 (www.auris-verlag.de)

MULTIMEDIA CRYPTOGRAPHY BASED ON LIU AND CHEN SYSTEMS ,  Diyala Journal of Engineering Science,  December 2016