| ICE6202H Digital Image Processing | |
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Number of Credits |
3 |
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Offering School |
School of Electronic Information and Electrical Engineering |
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Course Instructor |
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Course Level |
Senior Undergraduate and Postgraduate |
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Language of Instruction |
English |
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First Day of Class |
Tuesday, September 24th, 2024 |
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Last Day of Class |
Tuesday, December 31st, 2024 |
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Course Component |
Lecture |
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Mode of Teaching |
Synchronous Course recordings available for students. |
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Meeting Time |
Week 1-16: Tuesdays, 12:55 pm - 15:40 pm |
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Time Zone |
Beijing Time（UTC+8） |
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Restrictions |
Prerequisites: Digital Signal Processing, Matrix Theory, Probability Theory, Random Procedure |
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Course Description |
This course is offered for senior undergraduates, master students and Ph.D candidates. It introduces fundamental principles and practical techniques of digital image processing. The content of the course comprises of 3 parts. Part one, fundamental principles, includes the theories of 2- D signal processing and visual psychology, results of information theory and image transforms. Part two, human visual system based practical techniques, includes the principles and the methods of image enhancement, image restoration, image reconstruction and image compression. Part three, content recognition and understanding based practical techniques, introduces image segmentation and image description in the view of digital image processing. This course completely reflects the new progress of digital image processing, not only gives the research hotspots, but also gives practical methods and techniques of this field. |
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Assessment Format |
1. Practice exercise：20% |
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Syllabus |
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