Real-Time Particle Tracking

Question

Aryan 2023-8-14

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https://ww2.mathworks.cn/matlabcentral/answers/2008332-real-time-particle-tracking

回答： Yash 2023-8-22

Does MATLAB have any information about realtime particle tracking? Most of the information I've found have been related to recursive particle tracking using a completed image sequence.

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Answer 1

Yash 2023-8-22

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https://ww2.mathworks.cn/matlabcentral/answers/2008332-real-time-particle-tracking#answer_1291022

Hi,

Apart from the recursive particle tracking using a completed image sequence, you can use the Kanade-Lucas-Tomasi (KLT) algorithm or the Kalman Filter based on prediction and update equation approach for real-time particle tracking applications. To implement these, you can use the functions “vision.PointTracker” and “vision.KalmanFilter” provided in MATLAB's Computer Vision System Toolbox. I have linked their documentation below for your easy reference.

KLT Algorithm: https://in.mathworks.com/help/vision/ref/vision.pointtracker-system-object.html

Kalman Filter Approach: https://in.mathworks.com/help/vision/ref/vision.kalmanfilter.html