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
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 33 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
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 33 hours to complete
English
Subtitles: English

Offered by

Northwestern University logo

Northwestern University

Syllabus - What you will learn from this course

Content RatingThumbs Up97%(12,311 ratings)Info
Week
1

Week 1

2 hours to complete

Introduction to Image and Video Processing

2 hours to complete
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

Week 2

2 hours to complete

Signals and Systems

2 hours to complete
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

Week 3

2 hours to complete

Fourier Transform and Sampling

2 hours to complete
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

Week 4

3 hours to complete

Motion Estimation

3 hours to complete
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

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Frequently Asked Questions

  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

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    • The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
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