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An Invitation to 3D Vision: A Tutorial for Everyone

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An Invitation to 3D Vision: A Tutorial for Everyone

An Invitation to 3D Vision is an introductory tutorial on 3D computer vision (a.k.a. geometric vision or visual geometry or multiple-view geometry). It aims to make beginners understand basic theories on 3D vision and implement its applications using OpenCV. In addition to tutorial slides, example codes are provided in the purpose of education. They include simple but interesting and practical applications. The example codes are written as short as possible (mostly less than 100 lines) to be clear and easy to understand.

What does its name come from?

  • The main title, An Invitation to 3D Vision, came from a legendary book by Yi Ma, Stefano Soatto, Jana Kosecka, and Shankar S. Sastry. We wish that our tutorial will be the first gentle invitation card for beginners to 3D vision and its applications.
  • The subtitle, for everyone, was inspired from Prof. Kim's online lecture (in Korean). Our tutorial is also intended not only for students and researchers in academia, but also for hobbyists and developers in industries. We tried to describe important and typical problems and their solutions in OpenCV. We hope readers understand it easily without serious mathematical background.

Lecture Slides

Example Codes

License

Authors

Acknowledgement

The authors thank the following contributors and projects.

最近版本更新:(数据更新于 1970-01-01 00:00:00)

主题(topics):

3d-reconstruction, 3d-vision, bundle-adjustment, camera-calibration, geometric-vision, image-rectification, opencv, visual-geometry, visual-odometry, visual-slam

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