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object tracking using multiple instance learning and particle filter

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simple-object-tracking

Developed a supervised tracking system based on Particle Filter and Multiple Instance Learning (MIL)

the orignal MIL code refer to http://vision.ucsd.edu/~bbabenko/project_miltrack.shtml

My Work:
Used Particle filter as the sample method to find the best observation from the candidate prediction. Updated the appearance model by online MIL.
Haar-like feature was used as the weak classifier in the process

the experimental analysis using matlab is also included in this project

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object tracking using multiple instance learning and particle filter

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