Image and Video Processing: From Mars to Hollywood with a Stop at the Hospital

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课程主页: https://www.coursera.org/archive/image-processing

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Duke University

课程大纲

JPEG and MPEG are the most successful algorithms in the area, widely used by everybody in a daily basis, and the goal of this unit is to understand how they work. Also to understand why these techniques are important and why they are enabling technologies. Also will describe what is done in the Mars expedition.

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In this course, you will learn the science behind how digital images and video are made, altered, stored, and used. We will look at the vast world of digital imaging, from how computers and digital cameras form images to how digital special effects are used in Hollywood movies to how the Mars Rover was able to send photographs across millions of miles of space. The course starts by looking at how the human visual system works and then teaches you about the engineering, mathematics, and computer science that makes digital images work. You will learn the basic algorithms used for adjusting images, explore JPEG and MPEG standards for encoding and compressing video images, and go on to learn about image segmentation, noise removal and filtering. Finally, we will end with image processing techniques used in medicine. This course consists of 7 basic modules and 2 bonus (non-graded) modules. There are optional MATLAB exercises; learners will have access to MATLAB Online for the course duration. Each module is independent, so you can follow your interests.

图像和视频处理:从火星到好莱坞,在医院停留:在本课程中,您将学习如何制作,更改,存储和使用数字图像和视频的科学知识。我们将研究广阔的数字成像世界,从计算机和数码相机如何形成图像到好莱坞电影中如何使用数字特效,再到火星漫游者如何在数百万英里的空间中发送照片。   本课程首先介绍人类视觉系统的工作原理,然后教您使数字图像起作用的工程学,数学和计算机科学。您将学习用于调整图像的基本算法,探索用于编码和压缩视频图像的JPEG和MPEG标准,并继续学习图像分割,噪声消除和滤波。最后,我们将结束医学中使用的图像处理技术。   该课程包括7个基本模块和2个加分(未分级)模块。有可选的MATLAB练习。在课程期间,学习者将可以访问MATLAB Online。每个模块都是独立的,因此您可以遵循自己的兴趣。

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