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

4.6
stars
1,787 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 9, 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.

SP

Apr 5, 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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301 - 325 of 363 Reviews for Fundamentals of Digital Image and Video Processing

By Luis S G

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Aug 25, 2020

Es un curso muy interesante, se requiere conocimientos de matemáticas y computación.

By Emir C

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Aug 20, 2016

Excellent but need more challenging questions both in theory and programming part.

By Jayanth S

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Oct 4, 2018

THE course is awesome.....it helps us a lot while doing our projects...Thnak you

By Joffre L V

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Dec 8, 2016

Good course, I only recommend to incorporate mini projects per week, ...

Thankyou

By nitin k

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Jun 8, 2016

It covers all the fundamental knowledge of digital image and video processing

By Daniel C

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Jun 5, 2019

Assignments were a little too easy. Solid analysis and content though.

By Gautam S

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Jan 20, 2018

It is a great course for the beginners in image and video processing.

By Madhav R

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Apr 21, 2020

please give more examples, especially for the linear algebra part

By Jay P

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Nov 6, 2019

Gives in depth knowledge about images and explained very well!

By Srivatsan N

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Sep 1, 2020

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

By Dr. S K

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Sep 25, 2017

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By Andy C

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Dec 26, 2018

Thank you. It had presented a steep learning curve.

By D21CE162 K P S

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Feb 23, 2023

get to know in deatil about image processing

By Felipe G J

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Sep 18, 2017

Really useful to get some basic notions.

By Nikhil V

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May 19, 2019

Great fundamentals, enjoyed very much.

By vakaba t

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Oct 20, 2025

Très bon cours et bien expliquer,

By susmit c

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Aug 28, 2020

exercises could had been better

By K.SOMASEKHAR R

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Feb 3, 2021

It's really good for beginners

By Ryan M

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Feb 2, 2018

Videos can get long and boring

By Aniket P

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Jul 22, 2017

Great Experience of learning.

By Aman M B

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Jun 22, 2018

this course is good

By Ankela v t

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Jun 16, 2018

its very goodcourse

By Ayush D

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Jun 14, 2018

Really Good Course.

By John D

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Jun 24, 2018

Extremely thorough

By Miao

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Jun 29, 2016

老师的口音让英语听力不好的人比较伤感