Universitatea Babeş-Bolyai Cluj-Napoca
Facultatea de Matematică şi Informatică
Ciclul de studii: Licenţă
Domeniul: Informatică
Programul de studii: Informatică - în limba engleză
Limba de predare: Engleză

SYLLABUS

I. General data
Code	Subject	
MII0017	Optimisations in Image Processing	

Semester	Hours: C+S+L+P	Category	Status	
6	2+0+1+1	speciality	optional	

II. Full status faculty members
Name and	Scientific	Didactic	Chair	Type of activity	
surname	title	title		C	S	L	
LUPSA Radu	Ph.D.	Lect.	Computer Systems	*			

Associated faculty members
Name and	Scientific	Institution	Type of	Type of activity	
surname	title		position	C	S	L	

III. Course objectives
Learning the main methods in image representation and processing.	

IV. Course contents
1. Physical quantities representing in an image and physical phenomenons involved in the aquisition process.
2. Colors: physical fundamentals and representation systems (SPD, XYZ, Yxy, L*a*b*).
3. Image representations: pixel maps, geometrical representations, transforms (Fourier, wavelets). Issues regarding discrete domain (aliasing problems) and discrete valued images. Multiresolution representations.
4. Simple linear operations: translation, rotation, scaling; convolution: low-pas, high-pass, mid-pass filters.
5. Non-linear operations: contrast changes; morphological operations: erosion, dilatation, opening, closure, median filter, hit-or-miss, skeleton.
6. Image restauration: degradation model, Wiener filter.
7. Image analysis: edge and feature detection, image segmentation.
8. Compression methods.

V. Bibliography
1. Aurel Vlaicu, Prelucrarea digitală a imaginilor, Ed. Albastră, 1997
2. Rafael C. Gonzalez, Richard E. Woods, Digital Image Processing, Addison-Wesley, 1992.

VI. Thematic of didactic activities per weeks

VII. Didactic methods used

VIII. Assessment
The students will have a project, plus some auxiliary lab themes. Final grade is: 25% lab activity and 75% the project (final presentation).

IX. Additional references

	Dean,							Chair head,

	Date,							Course responsible,
								Lect. LUPSA Radu, Ph.D.