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Fundamentals of Digital Image and Video Processing に戻る

Fundamentals of Digital Image and Video Processing, ノースウェスタン大学(Northwestern University)

4.6
1,015件の評価
211件のレビュー

このコースについて

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....

人気のレビュー

by VT

Mar 21, 2019

AMAZING COURSE.\n\nTAKES YOU THROUGH EVERY TOPIC IN IMAGE PROCESSING.\n\nTHIS COURSE GREATLY HELPED ME WITH UNIVERSITY STUDIES AS WELL,\n\nTHANK YOU NORTHWESTERN UNIVERSITY AND PROFESSOR AGGELOS K.

by HS

Oct 07, 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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205件のレビュー

by Nikhil Verma

May 18, 2019

Great fundamentals, enjoyed very much.

by Jean Lee

Apr 19, 2019

学有所获,赞!

by Sharvan

Apr 09, 2019

GREAT COURSE

by Kshiti Sinha

Apr 06, 2019

very productive and helpful..thank you!

by Vishwa Thakkar

Mar 28, 2019

Great course

by Sharang Dhar Patel

Mar 28, 2019

Very good and very helpful in my project.

by lizailin

Mar 26, 2019

diverse and full, clear routine, deep thinking!

by Naveen S Nair

Mar 26, 2019

Great lecture

by Pranav Khatri

Mar 26, 2019

This course has been really helpful for me in understanding the basics of Image Processing

by murapureddy Kiran Kumar Reddy

Mar 26, 2019

nice