課程信息
4.6
914 個評分
199 個審閱

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完成時間大約為19 小時

建議:4 hours/week...

英語(English)

字幕:英語(English)

您將獲得的技能

Image ProcessingData CompressionMatlab

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

完成時間大約為19 小時

建議:4 hours/week...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 2 小時

Introduction to Image and Video Processing

In this module we look at images and videos as 2-dimensional (2D) and 3-dimensional (3D) signals, and discuss their analog/digital dichotomy. We will also see how the characteristics of an image changes depending on its placement over the electromagnetic spectrum, and how this knowledge can be leveraged in several applications. ...
3 個視頻 (總計 67 分鐘), 5 個閱讀材料, 1 個測驗
3 個視頻
Image and Video Signals 18分鐘
Electromagnetic Spectrum 24分鐘
5 個閱讀材料
Welcome Class!10分鐘
Grading Policy10分鐘
Further Reading10分鐘
About Us10分鐘
Download the slides10分鐘
1 個練習
Homework 116分鐘
2
完成時間為 2 小時

Signals and Systems

In this module we introduce the fundamentals of 2D signals and systems. Topics include complex exponential signals, linear space-invariant systems, 2D convolution, and filtering in the spatial domain. ...
5 個視頻 (總計 82 分鐘), 4 個閱讀材料, 1 個測驗
5 個視頻
Complex Exponential Signals 18分鐘
Linear Shift-Invariant Systems 15分鐘
2D Convolution 15分鐘
Filtering in the Spatial Domain 13分鐘
4 個閱讀材料
MATLAB10分鐘
Use of MATLAB for Programming Assignments10分鐘
In This Module... 10分鐘
Download the slides10分鐘
1 個練習
Homework 216分鐘
3
完成時間為 2 小時

Fourier Transform and Sampling

In this module we look at 2D signals in the frequency domain. Topics include: 2D Fourier transform, sampling, discrete Fourier transform, and filtering in the frequency domain....
5 個視頻 (總計 92 分鐘), 2 個閱讀材料, 1 個測驗
5 個視頻
Sampling 22分鐘
Discrete Fourier Transform 16分鐘
Filtering in the Frequency Domain 13分鐘
Change of Sampling Rate 14分鐘
2 個閱讀材料
In this Module...10分鐘
Download the slides10分鐘
1 個練習
Homework 316分鐘
4
完成時間為 3 小時

Motion Estimation

In this module we cover two important topics, motion estimation and color representation and processing. Topics include: applications of motion estimation, phase correlation, block matching, spatio-temporal gradient methods, and fundamentals of color image processing...
5 個視頻 (總計 119 分鐘), 2 個閱讀材料, 1 個測驗
5 個視頻
Phase Correlation 9分鐘
Block Matching33分鐘
Spatio-Temporal Gradient Methods 23分鐘
Fundamentals of Color Image Processing31分鐘
2 個閱讀材料
In This Module...10分鐘
Download the slides10分鐘
1 個練習
Homework 418分鐘
4.6
199 個審閱Chevron Right

30%

完成這些課程後已開始新的職業生涯

27%

通過此課程獲得實實在在的工作福利

13%

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創建者 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.

創建者 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 !!!

講師

Avatar

Aggelos K. Katsaggelos

Joseph Cummings Professor
Department of Electrical Engineering and Computer Science

關於 西北大学

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. ...

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