Language of instruction: |
English |
Type of course: |
Non-Departmental Elective |
Course Level: |
Bachelor’s Degree (First Cycle)
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Mode of Delivery: |
Face to face
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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 |
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2) |
Introduction to Digital Images, Image Formats, Image Transformations |
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3) |
Histograms, Normalization |
|
4) |
Convolution, Image Filtering Techniques |
|
5) |
Morphological Operations |
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6) |
Blob Extraction, Blob Tracking |
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7) |
Segmentation |
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8) |
Image Features, Extraction and Modeling |
|
9) |
Introduction to Information Theory and Coding |
|
10) |
Image and Video Compression Techniques |
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11) |
Basics of Computer Networks |
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12) |
Image and Video Transmission |
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13) |
Image and Video Classification |
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14) |
Fundamentals of Big Data and Cloud Computing |
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Program Outcomes |
Level of Contribution |
1) |
Build up a body of knowledge in mathematics and statistics, to use them, to understand how the mechanism of economy –both at micro and macro levels – works. |
3 |
2) |
Understand the common as well as distinctive characters of the markets, industries, market regulations and policies. |
2 |
3) |
Develop an awareness of different approaches to the economic events and why and how those approaches have been formed through the Economic History and understand the differences among those approaches by noticing at what extent they could explain the economic events. |
1 |
4) |
Analyze the interventions of politics to the economics and vice versa. |
3 |
5) |
Apply the economic analysis to everyday economic problems and evaluate the policy proposals for those problems by comparing opposite approaches. |
2 |
6) |
Understand current and new economic events and how the new approaches to the economics are formed and evaluating. |
2 |
7) |
Develop the communicative skills in order to explain the specific economic issues/events written, spoken and graphical form. |
3 |
8) |
Know how to formulate the economics problems and issues and define the solutions in a well-formed written form, which includes the hypothesis, literature, methodology and results / empirical evidence. |
2 |
9) |
Demonstrate the quantitative and qualitative capabilities and provide evidence for the hypotheses and economic arguments. |
2 |
10) |
Understand the information and changes related to the economy by using a foreign language and communicate with colleagues. |
3 |