About this course: 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.
Who is this class for: This class is for anybody that wants to understand the basics of image and video processing; from how are images and videos stored in your phones and transmitted over the Internet to how medical images are used. You will learn regardless of your mathematical and engineering background; students will strong background might be able to get a more in depth understanding. The quizzes are designed not to be too time consuming, our goal is for you to learn and enjoy without stress.
Taught by: Guillermo Sapiro, Professor
Electrical and Computer Engineering
| Commitment | Each module is split in videos, you can finish a module in a week. Quizzes should take minutes. |
| Language | English, Subtitles: Chinese (Simplified) |
| How To Pass | Pass all graded assignments to complete the course. |
| User Ratings |
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Thanks for your good explanation of the algorithms and sharing the experiences.
I love the instructor' enthusiasm in delivering his material. He made me feel like if I was talking to a friend! a very experienced friend in the area of image and video processing! All these concepts are going to be very useful for my future projects! Thank you!
Prof. Sapiro is amazing at explaining things, and having both an in person and an online component to the course was incredibly helpful.
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PP
Well taught by the professor G.Sapiro!!!