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Computer Vision Specialization/计算机视觉 专项课程

Computer

课程名称(英文):Computer Vision Specialization

课程名称(中文):计算机视觉 专项课程

课程链接:https://www.coursera.org/specializations/computervision

平台:Coursera

大学或机构:University at Buffalo/纽约州立大学布法罗分校

课程介绍:NOTE: This specialization is closing to new enrollments on December 4, 2019. Enroll prior to this date if you’d like to access content and earn a specialization certificate. This specialization provides a foundation in the rapidly expanding research field of computer vision, laying the groundwork necessary for designing sophisticated vision applications. Learners explore the integral elements that enable vision applications, ranging from editing images to reading traffic signs in self-driving cars to factory robots navigating around human co-workers. Content includes image processing and state-of-the-art vision techniques, augmented by insights from top leaders in the computer vision field. Learners gain hands-on experience writing computer vision programs through online labs using MATLAB and supporting toolboxes. The specialization is taught in MATLAB* using computer vision and supporting toolboxes. Learners should have basic programming skills and experience (understanding of for loops, if/else statements), specifically in MATLAB (Mathworks provides the basics here: https://www.mathworks.com/learn/tutorials/matlab-onramp.html). Learners should also be familiar with the following: basic linear algebra (matrix vector operations and notation), 3D co-ordinate systems and transformations, basic calculus (derivatives and integration) and basic probability (random variables). A free license to install MATLAB for the duration of the course is available from MathWorks.

包含课程详情(点击对应课程后方详情了解对应课程具体信息):

1、Computer Vision Basics(详情
2、Image Processing, Features & Segmentation(详情
3、Stereo Vision, Dense Motion & Tracking(详情
4、Visual Recognition & Understanding(详情

计算机视觉

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