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M.SC. in Computer Engineering (With Thesis)
EEE 602 | Course Introduction and Application Information
| Course Name |
Video Processing
|
|
Code
|
Semester
|
Theory
(hour/week) |
Application/Lab
(hour/week) |
Local Credits
|
ECTS
|
|
EEE 602
|
Fall/Spring
|
3
|
0
|
3
|
7.5
|
| Prerequisites |
None
|
|||||
| Course Language |
English
|
|||||
| Course Type |
Elective
|
|||||
| Course Level |
Third Cycle
|
|||||
| Mode of Delivery | - | |||||
| Teaching Methods and Techniques of the Course | - | |||||
| National Occupation Classification | - | |||||
| Course Coordinator | - | |||||
| Course Lecturer(s) | ||||||
| Assistant(s) | - | |||||
| Course Objectives | This course introduces the fundamentals of digital video processing. Topics include introduction to video systems, Fourier analysis of video signals, spatio-temporal sampling, motion analysis and motion estimation, video filtering and restoration, video coding and video compression techniques, superresolution, digital TV and video communication standards. |
| Learning Outcomes |
The students who succeeded in this course; - |
| Course Description | Introduction to video systems, Fourier analysis of video signals, spatio-temporal sampling, motion analysis and motion estimation, video filtering and restoration, video coding and video compression techniques, superresolution, digital TV and video communication standards. |
|
|
Core Courses | |
| Major Area Courses | ||
| Supportive Courses | ||
| Media and Management Skills Courses | ||
| Transferable Skill Courses |
WEEKLY SUBJECTS AND RELATED PREPARATION STUDIES
| Week | Subjects | Related Preparation | Learning Outcome |
| 1 | Introduction, Basics of Analog and Digital Video | Wang, Ostermann, and Zhang, Video Processing and Communications, Prentice Hall, 1st ed., 2002 (Ch. 1) | |
| 2 | Frequency-Domain Analysis of Video Signals | Wang, Ostermann, and Zhang, Video Processing and Communications, Prentice Hall, 1st ed., 2002 (Ch. 2) | |
| 3 | Frequency Responses of the Human Visual Systen | Wang, Ostermann, and Zhang, Video Processing and Communications, Prentice Hall, 1st ed., 2002 (Ch. 2) | |
| 4 | Video (Spatio-Temporal) Sampling | Wang, Ostermann, and Zhang, Video Processing and Communications, Prentice Hall, 1st ed., 2002 (Ch. 3) | |
| 5 | Motion Analysis, Motion Detection | Wang, Ostermann, and Zhang, Video Processing and Communications, Prentice Hall, 1st ed., 2002 (Ch. 6) | |
| 6 | 2-D and 3-D Motion Estimation | Wang, Ostermann, and Zhang, Video Processing and Communications, Prentice Hall, 1st ed., 2002 (Ch. 7) | |
| 7 | Midterm | ||
| 8 | Spectral Analysis of Image Sequences | Lecture Notes | |
| 9 | Video Enhancement, Noise Reduction, Superresolution | Lecture Notes | |
| 10 | Foundations of Video Coding | Wang, Ostermann, and Zhang, Video Processing and Communications, Prentice Hall, 1st ed., 2002 (Ch. 8) | |
| 11 | Video Compression | Wang, Ostermann, and Zhang, Video Processing and Communications, Prentice Hall, 1st ed., 2002 (Ch. 13) | |
| 12 | Digital TV and Video Communication Standards | Lecture Notes | |
| 13 | In-class Presentations | ||
| 14 | In-class Presentations | ||
| 15 | In-class Presentations | ||
| 16 | Review of the Semester |
| Course Notes/Textbooks | The textbook referenced above and course slides |
| Suggested Readings/Materials | Related Research Papers |
EVALUATION SYSTEM
| Semester Activities | Number | Weigthing |
| Participation | ||
| Laboratory / Application |
6
|
60
|
| Field Work | ||
| Quizzes / Studio Critiques | ||
| Portfolio | ||
| Homework / Assignments | ||
| Presentation / Jury | ||
| Project |
2
|
40
|
| Seminar / Workshop | ||
| Oral Exams | ||
| Midterm | ||
| Final Exam | ||
| Total |
| Weighting of Semester Activities on the Final Grade |
8
|
100
|
| Weighting of End-of-Semester Activities on the Final Grade | ||
| Total |
ECTS / WORKLOAD TABLE
| Semester Activities | Number | Duration (Hours) | Workload |
|---|---|---|---|
| Theoretical Course Hours (Including exam week: 16 x total hours) |
16
|
3
|
48
|
| Laboratory / Application Hours (Including exam week: '.16.' x total hours) |
16
|
2
|
32
|
| Study Hours Out of Class |
15
|
4
|
60
|
| Field Work |
0
|
||
| Quizzes / Studio Critiques |
0
|
||
| Portfolio |
0
|
||
| Homework / Assignments |
0
|
||
| Presentation / Jury |
0
|
||
| Project |
2
|
42
|
84
|
| Seminar / Workshop |
0
|
||
| Oral Exam |
0
|
||
| Midterms |
0
|
||
| Final Exam |
0
|
||
| Total |
224
|
COURSE LEARNING OUTCOMES AND PROGRAM QUALIFICATIONS RELATIONSHIP
|
#
|
PC Sub | Program Competencies/Outcomes |
* Contribution Level
|
||||
|
1
|
2
|
3
|
4
|
5
|
|||
| 1 |
Accesses information in breadth and depth by conducting scientific research in Computer Engineering; evaluates, interprets and applies information. |
-
|
-
|
-
|
-
|
-
|
|
| 2 | Is well-informed about contemporary techniques and methods used in Computer Engineering and their limitations. |
-
|
-
|
-
|
-
|
-
|
|
| 3 |
Uses scientific methods to complete and apply information from uncertain, limited or incomplete data; can combine and use information from different disciplines. |
-
|
-
|
-
|
-
|
-
|
|
| 4 | Is informed about new and upcoming applications in the field and learns them whenever necessary. |
-
|
-
|
-
|
-
|
-
|
|
| 5 |
Defines and formulates problems related to Computer Engineering, develops methods to solve them and uses progressive methods in solutions. |
-
|
-
|
-
|
-
|
-
|
|
| 6 | Develops novel and/or original methods, designs complex systems or processes and develops progressive/alternative solutions in designs |
-
|
-
|
-
|
-
|
-
|
|
| 7 |
Designs and implements studies based on theory, experiments and modelling; analyses and resolves the complex problems that arise in this process. |
-
|
-
|
-
|
-
|
-
|
|
| 8 |
Can work effectively in interdisciplinary teams as well as teams of the same discipline, can lead such teams and can develop approaches for resolving complex situations; can work independently and takes responsibility. |
-
|
-
|
-
|
-
|
-
|
|
| 9 |
Engages in written and oral communication at least in Level B2 of the European Language Portfolio Global Scale. |
-
|
-
|
-
|
-
|
-
|
|
| 10 |
Communicates the process and the results of his/her studies in national and international venues systematically, clearly and in written or oral form. |
-
|
-
|
-
|
-
|
-
|
|
| 11 |
Is knowledgeable about the social, environmental, health, security and law implications of Computer Engineering applications, knows their project management and business applications, and is aware of their limitations in Computer Engineering applications. |
-
|
-
|
-
|
-
|
-
|
|
| 12 |
Highly regards scientific and ethical values in data collection, interpretation, communication and in every professional activity. |
-
|
-
|
-
|
-
|
-
|
|
*1 Lowest, 2 Low, 3 Average, 4 High, 5 Highest
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