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所在平台: Udemy |
课程主页: https://www.udemy.com/course/learn-image-processing-like-engineers-do/
课程评论：没有评论
课程名称：像工程师一样学习图像处理！在线课程 课程概述：数字图像在科学（如天文学、生物医学）、消费者、工业及艺术等众多领域无处不在，并且它们涉及的电磁波谱范围广泛，从可见光、红外线到伽马射线等。掌握图像信号处理的能力对于工程和科学学生、软件开发者以及在职科学家来说，都是一项极为重要的技能。图像处理是利用数学建模对数字图像进行分析和操作，以提高其质量。近年来，图像处理领域发生了革命，尤其是在人工智能的推动下，诞生了众多塑造我们未来的新兴公司，如Snapchat和其他硅谷初创企业。 本课程将涵盖图像和视频处理的基本原理。我们将提供数学框架，以描述和分析图像与视频作为空间和频率域中的二维信号。在这门课中，您不仅将学习如图像增强、滤波和图像压缩等基本处理任务的理论知识，还将学习如何使用最先进的技术和工具（如MATLAB提供的图像处理工具箱）在实践中执行这些关键处理任务。我们发现，通过项目实践和解决问题集是学习图像处理的最有效方法。理论知识（除高级主题外）基本上是离散数学，可以方便地在网上查找。算法的直觉和思维可视化非常重要，只有通过经验才能培养，而我们正是通过我们的学习系统为您提供这样的经验。 所有讲座均配有手动生成的高质量英文字幕，并将很快添加新的语言，帮助您用母语学习。如果您是图像处理领域的初学者，这正是您获得必要知识的机会。我们将使用MATLAB软件来完成所有项目和应用，您无需担心，因为课程内有相关软件的解决方案。
Digital images are everywhere these days - in thousands of scientific (e.g., astronomical, bio-medical), consumer, industrial, and artistic applications. Moreover they come in a wide range of the electromagnetic spectrum - from visible light and infrared to gamma rays and beyond. The ability to process image signals is therefore an incredibly important skill to master for engineering/science students, software developers, and practicing scientists. Image processing is the analysis and manipulation of a digitized image using mathematical modeling in oder to improve its quality. In the last few years, there has been a revolution in the image processing field especially when A.I was involved giving birth to a lot of new startups that will shape our near future!.Some billion dollars companies are already doing so like Snapchat and other sillicon valley startups..This course will cover the fundamentals of image and video processing. We will provide a mathematical framework to describe and analyze images and videos as two-dimensional signals in the spatial and frequency domains. In this class not only will you learn the theory behind fundamental processing tasks including image enhancement, filtering, and image compression - but you will also learn how to perform these key processing tasks in practice using state-of-the-art techniques and tools.Like the image processing toolbox provided by MATLAB.We have found that working on projects and solving problem sets is the most effective method to learn image processing. The theory (barring advanced topics) is basically discrete math; it can be looked up easily on the Internet. Intuition and mental visualization of algorithms are very important, and they come only through experience and that is exactly what we are offering you through our learning system!.All lectures are equipped with manually generated & high quality closed captions in English and new languages are going to be added soon to help you learn with your native language!if you are a beginner in the image processing field ,this is your chance to get the necessary concepts in this business.We will be using the MATLAB software in order to complete all of our projects and applications but you don't have to worry because we have a solution for the software inside the course.
