| 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) |
To have a grasp of basic mathematics, applied mathematics and theories and applications in Mathematics |
|
| 2) |
To be able to understand and assess mathematical proofs and construct appropriate proofs of their own and also define and analyze problems and to find solutions based on scientific methods, |
|
| 3) |
To be able to apply mathematics in real life with interdisciplinary approach and to discover their potentials, |
|
| 4) |
To be able to acquire necessary information and to make modeling in any field that mathematics is used and to improve herself/himself, |
4 |
| 5) |
To be able to tell theoretical and technical information easily to both experts in detail and non-experts in basic and comprehensible way, |
|
| 6) |
To be familiar with computer programs used in the fields of mathematics and to be able to use at least one of them effectively at the European Computer Driving Licence Advanced Level,
|
|
| 7) |
To be able to behave in accordance with social, scientific and ethical values in each step of the projects involved and to be able to introduce and apply projects in terms of civic engagement, |
|
| 8) |
To be able to evaluate all processes effectively and to have enough awareness about quality management by being conscious and having intellectual background in the universal sense, |
4 |
| 9) |
By having a way of abstract thinking, to be able to connect concrete events and to transfer solutions, to be able to design experiments, collect data, and analyze results by scientific methods and to interfere, |
|
| 10) |
To be able to continue lifelong learning by renewing the knowledge, the abilities and the competencies which have been developed during the program, and being conscious about lifelong learning, |
|
| 11) |
To be able to adapt and transfer the knowledge gained in the areas of mathematics ; such as algebra, analysis, number theory, mathematical logic, geometry and topology to the level of secondary school, |
|
| 12) |
To be able to conduct a research either as an individual or as a team member, and to be effective in each related step of the project, to take role in the decision process, to plan and manage the project by using time effectively. |
|
BAHÇEŞEHİR UNIVERSITY BİLGİ PAKETİ / DERS KATALOĞU
