|
所在平台: Coursera专项课程 |
课程主页: https://www.coursera.org/specializations/image-processing
课程评论：没有评论
课程名称：工程与科学的图像处理 课程概述： 本课程旨在帮助工程师和科学家分析、设计和构建使用图像或视频的系统。随着相机的普及，图像和视频处理的机会不断增加。您将在课程中探讨一些实际应用实例，例如： - 冰川融化的速度是多少？ - MRI图像是否显示健康的大脑？ - 基础设施中是否出现大裂缝？ - 高峰时段的交通流量如何？ 您将在整个课程中使用MATLAB，这是工程和科学工作者的首选工具，能够满足您图像处理的需求。在学习过程中，您将获得MATLAB的免费访问权限，以完成相关任务。 应用学习项目： 学习者将分析冰川的卫星图像以确定冰块融化的量，寻找需要修复的混凝土大裂缝，以及对大脑的MRI图像进行分割。在最后的项目中，学习者将分析交通，通过识别和计数喧闹视频中的汽车数量来探讨交通流量。 课程特点： - 完成后颁发证书 - 全在线课程 - 随时开始，自主学习 - 灵活的学习进度，可设置和保持灵活的截止日期 - 入门级，基础数学和一定的MATLAB基础知识 - 预计完成时间约为3个月，建议每周学习3小时 可用语言：英语，提供英语字幕。 欢迎访问课程链接： [工程与科学的图像处理课程](https://www.coursera.org/learn/introduction-image-processing)
Course Link: https://www.coursera.org/learn/introduction-image-processing
Name:Introduction to Image Processing
Description:Offered by MathWorks. In this introduction to image processing, you'll take your first steps in accessing and adjusting digital images for ... Enroll for free.
Course Link: https://www.coursera.org/learn/image-segmentation
Name:Image Segmentation, Filtering, and Region Analysis
Description:Offered by MathWorks. In this course, you will build on the skills learned in Introduction to Image Processing to work through common ... Enroll for free.
Course Link: https://www.coursera.org/learn/automating-image-processing
Name:Automating Image Processing
Description:Offered by MathWorks. In this course, you will build on the skills acquired in Image Segmentation, Filtering, and Region Analysis to explore ... Enroll for free.
Skills you will gain
Image Segmentation
Matlab
Object Detection
Image Processing
video processing
region analysis
image filtering
About this Specialization
4,835
recent views
As cameras become widespread, there are endless opportunities to process images and videos. This specialization is intended for engineers and scientists who need to analyze, design, and build systems using images or videos. You will explore real-world applications like:
· How quickly is a glacier melting?
· Does an MRI image show a healthy brain?
· Are large cracks appearing in a foundation?
· What is the traffic flow during peak hours of the day?
You will use MATLAB throughout this specialization.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 specialization to complete your work.
Applied Learning Project
Learners will analyze satellite images of glaciers to determine the amount of ice melt, find large cracks in concrete needing repairs, and segment MRI images of the brain. In a final project, learners will analyze traffic by identifying and counting the number of cars in each frame of a noisy video.
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
Basic math and some exposure to MATLAB.
Hours to complete
Approximately 3 months to complete
Suggested pace of 3 hours/week
Available languages
English
Subtitles: English
Shareable Certificate
Shareable Certificate
Earn a Certificate upon completion
100% online courses
100% online courses
Start instantly and learn at your own schedule.
Flexible Schedule
Flexible Schedule
Set and maintain flexible deadlines.
Beginner Level
Beginner Level
Basic math and some exposure to MATLAB.
Hours to complete
Approximately 3 months to complete
Suggested pace of 3 hours/week
Available languages
English
Subtitles: English
