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Duke University

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.

状态:Mathematical Modeling
状态:Histogram
课程小时

精选评论

KS

5.0评论日期:Oct 13, 2017

Wonderful course with a lot of content to learn which helps in developing a better conceptual background for various Image processing applications.

MS

5.0评论日期:Mar 1, 2020

I learnt a lot of new information about image and techniques to do modifications and manipulation to them. The videos also polished some of my previous knowledge on image processing. Thanks.

WW

5.0评论日期:Mar 28, 2019

It is a great course that the professor teaches very patiently. The knowledge is very advanced that we can use them in our daily work and projects. Thanks , professor and Duke.Thanks, coursera.

SS

5.0评论日期:May 20, 2020

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!

YC

4.0评论日期:Jun 1, 2017

Very informative very useful and exciting course. Programming exercises must be included as compulsory assignments. I think it is really necessary and it will be extremely helpful to understand better

SM

5.0评论日期:Oct 11, 2019

I am right now half way through this course. The course is excellent and they way the content is presented by Professor Guillermo Sapiro is really enlightening.

SG

5.0评论日期:Oct 7, 2018

Everything in this course in well structured and up to the point.Fast way to begin with the Image and Video Processing.

JZ

5.0评论日期:Jan 11, 2020

Great course. Can be math heavy but instructor does a great job explaining the concepts if you're just trying to introduce yourself to the material.

PS

5.0评论日期:Mar 29, 2020

Only two units need much mathematic knowledge. As a whole, this is a very nice course for students who want to learn about some traditional methods in computer vision

CP

5.0评论日期:May 6, 2020

One of the best courses I Have ever seen. But I like to say it will be even more if it gives some more practical knowledge.

AD

5.0评论日期:Apr 15, 2020

Great course for learning different algorithms of signal processing and specially image processing. Examples are presented in a wonderful way.

AA

5.0评论日期:Aug 6, 2017

This course was really great in explaining the Image and video processing basics. I do not have an extensive maths background, but was still able to grasp the concepts. Thanks.

所有审阅

显示:20/202

Charan Sg
2.0
评论日期:Mar 8, 2017
Kumaresan G
5.0
评论日期:May 20, 2019
Rohit Kundu
5.0
评论日期:Mar 26, 2020
wolf
5.0
评论日期:Mar 29, 2019
Flávio Iizuka
5.0
评论日期:Jan 27, 2019
sumita mishra
5.0
评论日期:Jun 18, 2019
Luis Coelho
5.0
评论日期:Jun 19, 2018
Aviv Peleg
1.0
评论日期:Dec 2, 2018
Tong Ding
5.0
评论日期:Jul 15, 2022
Shashank Singh
5.0
评论日期:May 21, 2020
Arjun Saini
4.0
评论日期:Aug 16, 2018
Vivek Patil
4.0
评论日期:Jun 10, 2018
娄熙承
2.0
评论日期:Dec 24, 2019
Ali A. Rajabi
5.0
评论日期:Mar 18, 2024
Ruslan Karapenko
5.0
评论日期:Jun 9, 2024
Spyridon Zafeiropoulos
5.0
评论日期:Mar 29, 2021
Melvyn Bernstein
5.0
评论日期:Feb 21, 2017
周健航
5.0
评论日期:May 18, 2020
HEF
5.0
评论日期:Feb 18, 2019
Prof. Suraiya Jabin (D/o Computer Science)
5.0
评论日期:Aug 20, 2017