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Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital
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This Course Includes
coursera
4.7 (1.1K reviews )
Flexible schedule
english
Online - Self Paced
course
Duke University
About Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital
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. The course starts by looking at how the human visual system works and then teaches you about the engineering, mathematics, and computer science that makes digital images work. You will learn the basic algorithms used for adjusting images, explore JPEG and MPEG standards for encoding and compressing video images, and go on to learn about image segmentation, noise removal and filtering. Finally, we will end with image processing techniques used in medicine. This course consists of 7 basic modules and 2 bonus (non-graded) modules. There are optional MATLAB exercises; learners will have access to MATLAB Online for the course duration. Each module is independent, so you can follow your interests.
What You Will Learn?
- Introduction to image and video processing Image and video compression Spatial processing Image restoration Image segmentation Geometric PDEs Image and video inpainting Sparse modeling and compressed sensing Medical imaging.