EE634 DIGITAL IMAGE PROCESSING

Course Code:5670634
METU Credit (Theoretical-Laboratory hours/week):3 (3.00 - 0.00)
ECTS Credit:8.0
Department:Electrical and Electronics Engineering
Language of Instruction:English
Level of Study:Graduate
Course Coordinator:Assoc.Prof.Dr. SEVİNÇ FİGEN ÖKTEM
Offered Semester:Fall Semesters.

Course Objectives

  • Understand fundamental concepts and tools in 2-D signal processing
  • Understand fundamental concepts and approaches for various image processing tasks
  • Get hands-on experience with various image processing tasks

Course Content

Two-dimensional signals and systems. Image sampling and quantization. Image Transforms: 2-D Discrete Fourier Transform, 2-D Discrete Cosine Transform. 2-D filter design. Image perception. Image enhancement. Image restoration. Image coding.


Course Learning Outcomes

  • Be able to design and/or analyse 2-D signal processing systems
  • Be able to use of 2-D DFT, DCT and FFT in various image processing tasks
  • Understand the image enhancement problem, major approaches in literature, and be able to research and comprehend related advanced techniques
  • Understand the image restoration problem, major approaches in literature, and be able to research and comprehend related advanced techniques
  • Understand the image coding problem, major approaches in literature, and be able to research and comprehend related advanced techniques

Program Outcomes Matrix

Contribution
#Program OutcomesNoYes
1Depth: Our graduates acquire in depth knowledge in one of the various specialization areas of Electrical and Electronics Engineering, they are informed about current scientific research topics and they implement innovative methods.
2Breadth: Our graduates get familiarized in other subspecialty areas related to their specialization in Electrical and Electronics engineering and/or relevant areas in other disciplines.
3Research: Our graduates acquire the skills to conduct and to complete scientific research by accessing contemporary knowledge in their specialty areas.
4Life-long learning: Our graduates develop their life-long learning habits.
5Communication skills: Our graduates concisely communicate their ideas and work related results in written and oral form.
6Ethics: Our graduates internalize rules of research and publication ethics as well as professional ethics.