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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

VF

Mar 20, 2019

AMAZING COURSE. TAKES YOU THROUGH EVERY TOPIC IN IMAGE PROCESSING.THIS COURSE GREATLY HELPED ME WITH UNIVERSITY STUDIES AS WELL,THANK YOU NORTHWESTERN UNIVERSITY AND PROFESSOR AGGELOS K.

SP

Apr 4, 2020

It was really a great learning experience. The course material was very nicely organized and easy to understand. Thank you so much.

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151 - 175 of 362 Reviews for Fundamentals of Digital Image and Video Processing

By Madhu O P S

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Jun 5, 2020

I am really happy with the teacher's explanation

By Ritika L

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Feb 7, 2017

Self explanatory, good assignments, very helpful

By lizailin

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Mar 26, 2019

diverse and full, clear routine, deep thinking!

By almas a

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Apr 9, 2017

its a good course to enhance our skills

By MAKTHDAR V

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Apr 28, 2020

it was a very nice course ..thank you so much

By EP 0 H V

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Dec 16, 2023

Very informative and well-explanatory course

By Nutan B

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Aug 23, 2018

This course is very good & very informative

By Sharang D

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Mar 28, 2019

Very good and very helpful in my project.

By Sergio A C C

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May 31, 2018

Excelente curso, muy completo y didáctico

By Poornima H S

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Jun 3, 2020

excellent explanation, challenging quiz

By Kshiti S

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Apr 6, 2019

very productive and helpful..thank you!

By A.Ezhilarasi

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Jun 21, 2025

Very interesting and thought provoking

By Punarji S

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Nov 21, 2021

super explanations and great knowledge

By Arunabha D

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Mar 13, 2020

Very interesting teaching materials.

By Shubham_Singh 2

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Nov 12, 2022

just feeling awesome and confident

By MEHROZ.

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Mar 12, 2021

I had a great experience learning.

By Kashish M

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Mar 15, 2019

awesome !!! had fun learning this.

By Saran G

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Sep 17, 2020

Absolutely brilliant course ever!

By Govardhan H K

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Apr 13, 2018

nice course. Experienced faculty.

By Sunil K K H

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Apr 25, 2018

Good course, Material is helpful

By Vinuta V K (

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Aug 18, 2020

The course is really very good.

By Hospet s

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May 28, 2020

This course is easy and helpful

By Patel P

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Apr 24, 2020

Nice course... very useful....

By Yash

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Mar 14, 2018

This is one of the best course