About this Course
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Learner Career Outcomes

36%

started a new career after completing these courses

28%

got a tangible career benefit from this course

12%

got a pay increase or promotion

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Approx. 18 hours to complete

English

Subtitles: English

Skills you will gain

Image ProcessingData CompressionMatlab

Learner Career Outcomes

36%

started a new career after completing these courses

28%

got a tangible career benefit from this course

12%

got a pay increase or promotion

100% online

Start instantly and learn at your own schedule.

Flexible deadlines

Reset deadlines in accordance to your schedule.

Approx. 18 hours to complete

English

Subtitles: English

Syllabus - What you will learn from this course

Week
1
2 hours to complete

Introduction to Image and Video Processing

3 videos (Total 67 min), 5 readings, 1 quiz
3 videos
Image and Video Signals 18m
Electromagnetic Spectrum 24m
5 readings
Welcome Class!10m
Grading Policy10m
Further Reading10m
About Us10m
Download the slides10m
1 practice exercise
Homework 116m
Week
2
2 hours to complete

Signals and Systems

5 videos (Total 82 min), 4 readings, 1 quiz
5 videos
Complex Exponential Signals 18m
Linear Shift-Invariant Systems 15m
2D Convolution 15m
Filtering in the Spatial Domain 13m
4 readings
MATLAB10m
Use of MATLAB for Programming Assignments10m
In This Module... 10m
Download the slides10m
1 practice exercise
Homework 216m
Week
3
2 hours to complete

Fourier Transform and Sampling

5 videos (Total 92 min), 2 readings, 1 quiz
5 videos
Sampling 22m
Discrete Fourier Transform 16m
Filtering in the Frequency Domain 13m
Change of Sampling Rate 14m
2 readings
In this Module...10m
Download the slides10m
1 practice exercise
Homework 316m
Week
4
3 hours to complete

Motion Estimation

5 videos (Total 119 min), 2 readings, 1 quiz
5 videos
Phase Correlation 9m
Block Matching33m
Spatio-Temporal Gradient Methods 23m
Fundamentals of Color Image Processing31m
2 readings
In This Module...10m
Download the slides10m
1 practice exercise
Homework 418m
4.6
230 ReviewsChevron Right

Top reviews from Fundamentals of Digital Image and Video Processing

By VTMar 21st 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 HSOct 7th 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 !!!

Instructor

Avatar

Aggelos K. Katsaggelos

Joseph Cummings Professor
Department of Electrical Engineering and Computer Science

About Northwestern University

Northwestern University is a private research and teaching university with campuses in Evanston and Chicago, Illinois, and Doha, Qatar. Northwestern combines innovative teaching and pioneering research in a highly collaborative environment that transcends traditional academic boundaries. ...

Frequently Asked Questions

  • Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.

  • When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

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