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Learner Reviews & Feedback for Fundamentals of Digital Image and Video Processing by Northwestern University

4.6
stars
1,786 ratings

About the Course

In this class you will learn the basic principles and tools used to process images and videos, and how to apply them in solving practical problems of commercial and scientific interests. Digital images and videos 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 and video signals is therefore an incredibly important skill to master for engineering/science students, software developers, and practicing scientists. Digital image and video processing continues to enable the multimedia technology revolution we are experiencing today. Some important examples of image and video processing include the removal of degradations images suffer during acquisition (e.g., removing blur from a picture of a fast moving car), and the compression and transmission of images and videos (if you watch videos online, or share photos via a social media website, you use this everyday!), for economical storage and efficient transmission. 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- and three-dimensional signals in the spatial, spatio-temporal, and frequency domains. In this class not only will you learn the theory behind fundamental processing tasks including image/video enhancement, recovery, and compression - but you will also learn how to perform these key processing tasks in practice using state-of-the-art techniques and tools. We will introduce and use a wide variety of such tools – from optimization toolboxes to statistical techniques. Emphasis on the special role sparsity plays in modern image and video processing will also be given. In all cases, example images and videos pertaining to specific application domains will be utilized....

Top reviews

DK

Oct 8, 2017

It is indeed a good course for a student to learn basics. The videos are very explanatory and the slides for each week provide best summary for revision.

KF

Jun 27, 2019

A lot of materials and useful information, but some part gets a little overwhelming. Would also like to see image registration explained more.

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176 - 200 of 362 Reviews for Fundamentals of Digital Image and Video Processing

By Sourav C

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Nov 19, 2023

the course was very detailed.

By Er.Dharna B

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Aug 4, 2021

Course is explained very well

By Jasvinder P S

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Jul 7, 2025

learn a lot from this course

By Aditya R

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Nov 12, 2018

Really brief and descriptive

By Yulei Q

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Mar 9, 2016

Very useful for my research

By Shaheer K

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Aug 21, 2021

i like the way he teaches

By Muhammad H S

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Dec 31, 2021

Good learning experience

By Shyam M

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May 5, 2020

just loved this course .

By tareq k

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Aug 5, 2025

very informative course

By G.BHAVANA

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Sep 2, 2020

very intresting subject

By Dr. V N M

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Aug 2, 2020

very informative course

By Saphal

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Jun 11, 2018

good informative course

By Aybars B

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May 31, 2020

So many thanks for you

By Keerthi v

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Mar 13, 2019

marvellous teaching !!

By Janek K

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Apr 30, 2017

Great and interesting!

By Kartik k S

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Nov 24, 2023

Best Explanation Ever

By Jimmy W

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Nov 28, 2018

A course not easy for

By Ankur S

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Apr 27, 2018

really enjoyed ..

thx

By Rahat S

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May 12, 2022

Very well explained.

By 王維煜

•

Oct 16, 2016

it must be 5 starts！

By cornell

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Oct 26, 2021

Very Great Course!

By Ngo T A

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Apr 22, 2023

I love this course

By Mudit A

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Oct 29, 2018

Excellent concepts

By John C

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Jan 24, 2021

Excellent course.

By Ansh J

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Oct 7, 2018

Excellent course.