In this course, you will learn the science behind how digital images and video are made, altered, stored, and used. We will look at the vast world of digital imaging, from how computers and digital cameras form images to how digital special effects are used in Hollywood movies to how the Mars Rover was able to send photographs across millions of miles of space.
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Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital
杜克大学课程信息
您将获得的技能
- Image Processing
- Image Compression
- Image Restoration
- Image Segmentation
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杜克大学
Duke University has about 13,000 undergraduate and graduate students and a world-class faculty helping to expand the frontiers of knowledge. The university has a strong commitment to applying knowledge in service to society, both near its North Carolina campus and around the world.
授课大纲 - 您将从这门课程中学到什么
Introduction to image and video processing
Learn what is image and video processing. Learn the very basic concepts of human perception needed for understanding image processing. Learn simple tools in signal processing needed to understand following units.
Image and video compression
JPEG and MPEG are the most successful algorithms in the area, widely used by everybody in a daily basis, and the goal of this unit is to understand how they work. Also to understand why these techniques are important and why they are enabling technologies. Also will describe what is done in the Mars expedition.
Spatial processing
Some of the most basic tools in image processing, like median filtering and histogram equalization, are still among the most powerful. We will describe these and provide a modern interpretation of these basic tools. Students will then become familiar with simple and still popular approaches. We will also include non-local means, a more modern technique that still uses classical tools.
Image restoration
The goal of this unit is to complement Unit 3 by adding prior information about the sources of degradation. Students will learn that if we know about the degradation process, we can do better. The objective of this unit is to complete the training with basic and powerful classical tools.
审阅
- 5 stars79.42%
- 4 stars16.28%
- 3 stars2.47%
- 2 stars0.66%
- 1 star1.14%
来自IMAGE AND VIDEO PROCESSING: FROM MARS TO HOLLYWOOD WITH A STOP AT THE HOSPITAL的热门评论
This is an excellent course for understanding a lot of details on Image Processing. After this course, the more you apply the techniques learned, the more you make progress in the research field.
This course helped me a lot in better understanding of digital image processing. Thank you course era for providing financial aid.
It's definitely a great course if you are entering in the world of Image Processing and the basics to advanced are explained very nicely. Thank you Sir!
Great course! A lot of hard math and it would have been amazing if we had matlab examples of the concepts we learned towards the end.
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有助学金吗?
Will I have fun?
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Who uses image processing in industry?
Do I need any programming skills?
Will I receive a transcript from Duke University for completing this course?
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