Develop essential mathematics skills with expert instruction and practical examples.
Digital images are everywhere these days - in thousands of scientific (e. g. , astronomical, bio-medical), consumer, industrial, and artistic applications.
Moreover they come in a wide range of the electromagnetic spectrum - from visible light and infrared to gamma rays and beyond. The ability to process image signals is therefore an incredibly important skill to master for engineering/science students, software developers, and practicing scientists. Image processing is the analysis and manipulation of a digitized image using mathematical modeling in oder to improve its quality.
In the last few years, there has been a revolution in the image processing field especially when A. I was involved giving birth to a lot of new startups that will shape our near future. Some billion dollars companies are already doing so like Snapchat and other sillicon valley startups.
This course will cover the fundamentals of image and video processing. We will provide a mathematical framework to describe and analyze images and videos as two-dimensional signals in the spatial and frequency domains. In this class not only will you learn the theory behind fundamental processing tasks including image enhancement, filtering, and image compression - but you will also learn how to perform these key processing tasks in practice using state-of-the-art techniques and tools.
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