CS 766 - Computer Vision Final Project

Player Tracking

Home

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

Track Estimation

Kalman Filtering is used to estimate and assign player locations to unique tracks.

Above: Initial traks estimated using Kalman Filtering