课程信息
7,376 次近期查看

第 3 门课程(共 4 门)

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

Basic programming skills & experience; familiarity with basic linear algebra, calculus & probability, and 3D co-ordinate systems & transformations

完成时间大约为12 小时

建议:4 weeks of study, 4-5 hours per week...

英语(English)

字幕:英语(English)

您将学到的内容有

  • Check

    Develop 3D vision applications using a stereo imaging system

  • Check

    Understand epipolar geometry

  • Check

    Understand motion perception, motion field and optical flow

  • Check

    Discuss the techniques used to obtain the 3D structure of objects

您将获得的技能

Computer ProgrammingStereopsisMatlab3D Vision

第 3 门课程(共 4 门)

100% 在线

立即开始,按照自己的计划学习。

可灵活调整截止日期

根据您的日程表重置截止日期。

中级

Basic programming skills & experience; familiarity with basic linear algebra, calculus & probability, and 3D co-ordinate systems & transformations

完成时间大约为12 小时

建议:4 weeks of study, 4-5 hours per week...

英语(English)

字幕:英语(English)

教学大纲 - 您将从这门课程中学到什么

1
完成时间为 5 小时

Stereo Vision

5 个视频 (总计 20 分钟), 2 个阅读材料, 8 个测验
5 个视频
Stereo Vision Fundamentals5分钟
Epipolar Geometry2分钟
Fundamental & Essential Matrices1分钟
Multiple View Geometry1分钟
2 个阅读材料
Resources (Optional): Stereo Vision30分钟
REQUIRED- MATLAB Resources10分钟
5 个练习
Stereo Vision Fundamentals12分钟
Epipolar Geometry2分钟
Fundamental & Essential Matrices6分钟
Multiple View Geometry2分钟
Stereo Vision30分钟
2
完成时间为 1 小时

Dense Motion & SFM

4 个视频 (总计 5 分钟), 1 个阅读材料, 1 个测验
4 个视频
Optical Flow1分钟
Dense Motion Applications13
Structure from Motion (SFM)1分钟
1 个阅读材料
Resources (Optional): Dense Motion & SFM30分钟
1 个练习
Optical Flow2分钟
3
完成时间为 1 小时

Visual Tracking

5 个视频 (总计 8 分钟), 1 个阅读材料, 1 个测验
5 个视频
Motion Models & Tracking42
Tracking as Inference1分钟
Multi-Object Tracking2分钟
Is Multi-Object Tracking Difficult?1分钟
1 个阅读材料
Resources (Optional): Visual Tracking30分钟
1 个练习
Tracking as Inference2分钟
4
完成时间为 2 小时

3D Vision

6 个视频 (总计 14 分钟), 2 个阅读材料, 1 个测验
6 个视频
Why is 3D Vision Important?33
Shape from X1分钟
Depth from Active Sensing56
Model-Based Reconstruction38
Visual Odometry & SLAM3分钟
2 个阅读材料
Resources (Optional): 3D Vision30分钟
Stereo Vision, Dense Motion & Tracking - Key Takeaways10分钟

讲师

Avatar

Radhakrishna Dasari

Instructor
Department of Computer Science
Avatar

Junsong Yuan

Associate Professor and Director of Visual Computing Lab
Computer Science and Engineering

关于 纽约州立大学布法罗分校

The University at Buffalo (UB) is a premier, research-intensive public university and the largest, most comprehensive institution of the State University of New York (SUNY) system. UB offers more than 100 undergraduate degrees and nearly 300 graduate and professional programs....

关于 纽约州立大学纽约州立大学

The State University of New York, with 64 unique institutions, is the largest comprehensive system of higher education in the United States. Educating nearly 468,000 students in more than 7,500 degree and certificate programs both on campus and online, SUNY has nearly 3 million alumni around the globe....

关于 计算机视觉 专项课程

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). To learn more, check out a video overview at https://youtu.be/OfxVUSCPXd0. * A free license to install MATLAB for the duration of the course is available from MathWorks....
计算机视觉

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