| Language of instruction: |
English |
| Type of course: |
Non-Departmental Elective |
| Course Level: |
Bachelor’s Degree (First Cycle)
|
| Mode of Delivery: |
Face to face
|
| Course Coordinator : |
Dr. Öğr. Üyesi ÖVGÜ ÖZTÜRK ERGÜN |
| Course Lecturer(s): |
Dr. Öğr. Üyesi ÖVGÜ ÖZTÜRK ERGÜN
|
| Recommended Optional Program Components: |
None |
| Course Objectives: |
This course teaches fundamental topics related to multimedia systems and analysis. A top-down analysis of video processing applications, algorithms, tools, and fundamentals. Applications include digital TV, computer games, cinema special effects, 3D TV, medical imaging, and forensics. Algorithms include motion estimation, filtering and restoration, de-interlacing and enhancement, interpolation and super-resolution, stereo and 3D video processing, coding, and compression standards. |
| Week |
Subject |
Related Preparation |
| 1) |
Introduction to Multimedia Systems |
|
| 2) |
Introduction to Digital Images, Image Formats, Image Transformations |
|
| 3) |
Histograms, Normalization |
|
| 4) |
Convolution, Image Filtering Techniques |
|
| 5) |
Morphological Operations |
|
| 6) |
Blob Extraction, Blob Tracking |
|
| 7) |
Segmentation |
|
| 8) |
Image Features, Extraction and Modeling |
|
| 9) |
Introduction to Information Theory and Coding |
|
| 10) |
Image and Video Compression Techniques |
|
| 11) |
Basics of Computer Networks |
|
| 12) |
Image and Video Transmission |
|
| 13) |
Image and Video Classification |
|
| 14) |
Fundamentals of Big Data and Cloud Computing |
|
| |
Program Outcomes |
Level of Contribution |
| 1) |
Have sufficient background in mathematics, science and artificial intelligence engineering. |
|
| 2) |
Use theoretical and applied knowledge in the fields of mathematics, science and artificial intelligence engineering together for engineering solutions. |
|
| 3) |
Identify, define, formulate and solve engineering problems, select and apply appropriate analytical methods and modeling techniques for this purpose. |
|
| 4) |
Analyse a system, system component or process and design it under realistic constraints to meet desired requirements; apply modern design methods in this direction. |
|
| 5) |
Select and use modern techniques and tools necessary for engineering applications. |
|
| 6) |
Design and conduct experiments, collect data, and analyse and interpret results. |
|
| 7) |
Work effectively both as an individual and as a multi-disciplinary team member. |
|
| 8) |
Access information via conducting literature research, using databases and other resources |
|
| 9) |
Follow the developments in science and technology and constantly update themself with an awareness of the necessity of lifelong learning. |
|
| 10) |
Use information and communication technologies together with computer software with at least the European Computer License Advanced Level required by their field. |
|
| 11) |
Communicate effectively, both verbal and written; know a foreign language at least at the European Language Portfolio B1 General Level. |
|
| 12) |
Have an awareness of the universal and social impacts of engineering solutions and applications; know about entrepreneurship and innovation; and have an awareness of the problems of the age. |
|
| 13) |
Have a sense of professional and ethical responsibility. |
|
| 14) |
Have an awareness of project management, workplace practices, employee health, environment and work safety; know the legal consequences of engineering practices. |
|
BAHÇEŞEHİR UNIVERSITY BİLGİ PAKETİ / DERS KATALOĞU
