Player Tracking
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Pipeline
Phase 0
Data Collection
Phase 1
Background Subtraction
Image Smoothening
Position Estimation
Position Optimization
Phase 2
Track Estimation
Track Optimzation
Track Data Computation
Phase 3
Net Track Estimation
Heatmap Estimation
HOG Feature Extraction
Play Classification
Tracking
Data Analysis
Dataset
Code
Background Subtraction
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The background is first removed from the video using
Adaptive Gaussian Mixture Model
.
Above: Original Sample
Below: After Background Subtraction