课程信息
4.6
995 个评分
210 个审阅

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

完成时间大约为18 小时

英语(English)

字幕:英语(English)

您将获得的技能

Image ProcessingData CompressionMatlab

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

完成时间大约为18 小时

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 2 小时

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 个视频 (总计 67 分钟), 5 个阅读材料, 1 个测验
3 个视频
Image and Video Signals 18分钟
Electromagnetic Spectrum 24分钟
5 个阅读材料
Welcome Class!10分钟
Grading Policy10分钟
Further Reading10分钟
About Us10分钟
Download the slides10分钟
1 个练习
Homework 116分钟
2
完成时间为 2 小时

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 个视频 (总计 82 分钟), 4 个阅读材料, 1 个测验
5 个视频
Complex Exponential Signals 18分钟
Linear Shift-Invariant Systems 15分钟
2D Convolution 15分钟
Filtering in the Spatial Domain 13分钟
4 个阅读材料
MATLAB10分钟
Use of MATLAB for Programming Assignments10分钟
In This Module... 10分钟
Download the slides10分钟
1 个练习
Homework 216分钟
3
完成时间为 2 小时

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 个视频 (总计 92 分钟), 2 个阅读材料, 1 个测验
5 个视频
Sampling 22分钟
Discrete Fourier Transform 16分钟
Filtering in the Frequency Domain 13分钟
Change of Sampling Rate 14分钟
2 个阅读材料
In this Module...10分钟
Download the slides10分钟
1 个练习
Homework 316分钟
4
完成时间为 3 小时

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 个视频 (总计 119 分钟), 2 个阅读材料, 1 个测验
5 个视频
Phase Correlation 9分钟
Block Matching33分钟
Spatio-Temporal Gradient Methods 23分钟
Fundamentals of Color Image Processing31分钟
2 个阅读材料
In This Module...10分钟
Download the slides10分钟
1 个练习
Homework 418分钟
4.6
210 个审阅Chevron Right

30%

完成这些课程后已开始新的职业生涯

26%

通过此课程获得实实在在的工作福利

12%

加薪或升职

热门审阅

创建者 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.

创建者 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 !!!

讲师

Avatar

Aggelos K. Katsaggelos

Joseph Cummings Professor
Department of Electrical Engineering and Computer Science

关于 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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