How Do Computers See Motion? Lucas-Kanade Method Explained
About this lesson
How can machines perceive the dynamic world around us? In this video, we discuss an influential Lucas-Kanade tracking method. The core algorithm and its variants are used in a wide variety of computer vision applications. Stay until the end to learn about the inspiring story behind this seminal paper! Reference: - Bruce D Lucas and Takeo Kanade, An iterative image registration technique with an application to stereo vision, IJCAI 1981. Learn more about detecting good features to track: https://www.youtube.com/watch?v=vSyBDHFIXKg Credits: - Teaser image: https://www.digitalcameraworld.com/tutorials/how-to-create-multi-frame-action-sequences - Full talk by Prof. Takeo Kanade: https://www.youtube.com/watch?v=0B9hhOTYa_I
Original Description
How can machines perceive the dynamic world around us? In this video, we discuss an influential Lucas-Kanade tracking method. The core algorithm and its variants are used in a wide variety of computer vision applications. Stay until the end to learn about the inspiring story behind this seminal paper!
Reference:
- Bruce D Lucas and Takeo Kanade, An iterative image registration technique with an application to stereo vision, IJCAI 1981.
Learn more about detecting good features to track: https://www.youtube.com/watch?v=vSyBDHFIXKg
Credits:
- Teaser image: https://www.digitalcameraworld.com/tutorials/how-to-create-multi-frame-action-sequences
- Full talk by Prof. Takeo Kanade: https://www.youtube.com/watch?v=0B9hhOTYa_I
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Related Reads
🎓
Tutor Explanation
DeepCamp AI