|
所在平台: Coursera |
课程主页: https://www.coursera.org/learn/introduction-image-processing
课程评论：没有评论
课程名称：图像处理导论 课程概述：在这门图像处理导论课程中，学员将学习如何访问和调整数字图像，以进行分析和处理。课程内容包括加载、保存图像，调整图像的大小和方向，同时理解数字图像的识别方法。学员将进行基本的图像分割和定量分析，最后提升图像对比度，以便更容易识别感兴趣的对象。 课程结束时，学员将能够应用分割技能识别兴趣区域，例如从卫星图像中分析地表水体的数量。这门课程将为学员开展更高级的图像处理工作打下坚实的基础。 整个课程将使用MATLAB进行学习。MATLAB是工程和科学领域广泛使用的工具，能够提供完成图像处理任务所需的功能。在课程期间，学员将获得免费使用MATLAB的权限，以便完成相关工作。 成功参与本课程的学员应具备基础数学知识，并对MATLAB有一定了解。如果希望熟悉MATLAB，可以参加免费的两小时MATLAB入门课程。图像处理的经验不是必需的。 课程大纲： 1. 数字图像简介 2. 处理图像数据 3. 图像阈值化 4. 调整图像对比度
Name:Introduction to Digital Images
Description:
Name:Working with Image Data
Description:
Name:Thresholding Images
Description:
Name:Adjusting Image Contrast
Description:
In this introduction to image processing, you'll take your first steps in accessing and adjusting digital images for analysis and processing. You will load, save, and adjust image size and orientation while also understanding how digital images are recognized. You will then perform basic segmentation and quantitative analysis. Lastly, you will enhance the contrast of images to make objects of interest easier to identify. By the end of the course, you’ll apply your segmentation skills to identify regions of interest, such as the amount of surface water from satellite images. This introduction to image processing will give you the foundation you need to conduct more advanced work on this topic. You will use MATLAB throughout this course. MATLAB is the go-to choice for millions of people working in engineering and science and provides the capabilities you need to accomplish your image processing tasks. You will be provided with free access to MATLAB for the duration of the course to complete your work. To be successful in this course you should have a background in basic math and some exposure to MATLAB. If you want to familiarize yourself with MATLAB check out the free, two-hour MATLAB Onramp. Experience with image processing is not required.
