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

4.6
stars
1,756 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.

HS

Oct 6, 2018

This course is much simpler and easier to understand for those who wanna get and set their goals towards the image engineering field. Really enjoy much doing this course. THank you everyone !!!

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301 - 325 of 354 Reviews for Fundamentals of Digital Image and Video Processing

By Madhav R

Apr 20, 2020

please give more examples, especially for the linear algebra part

By Jay P

Nov 6, 2019

Gives in depth knowledge about images and explained very well!

By Srivatsan N

Sep 1, 2020

It would be great if professor helps in the discussion forum.

By Surya K

Sep 24, 2017

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By Andy C

Dec 26, 2018

Thank you. It had presented a steep learning curve.

By D21CE162 K P S

Feb 22, 2023

get to know in deatil about image processing

By Felipe G J

Sep 17, 2017

Really useful to get some basic notions.

By Nikhil V

May 18, 2019

Great fundamentals, enjoyed very much.

By susmit c

Aug 28, 2020

exercises could had been better

By K.SOMASEKHAR R

Feb 2, 2021

It's really good for beginners

By Ryan M

Feb 1, 2018

Videos can get long and boring

By Aniket P

Jul 22, 2017

Great Experience of learning.

By Aman M B

Jun 22, 2018

this course is good

By Ankela v t

Jun 16, 2018

its very goodcourse

By Ayush D

Jun 14, 2018

Really Good Course.

By John D

Jun 24, 2018

Extremely thorough

By Miao

Jun 29, 2016

老师的口音让英语听力不好的人比较伤感

By Leonardo M

Dec 13, 2016

Very good course.

By Dr. A K S

Jul 14, 2022

very informative

By Pavan B

Jul 16, 2021

Excellent Course

By Anandhi V

Mar 27, 2021

extremely good

By Anuprita M

Jun 7, 2017

Really Helpful

By Weidong X

Jul 13, 2016

Good course!

By Milad P

Aug 19, 2020

it was good

By Yashaswini m

Jun 16, 2018

nice course