Overview
Syllabus
Intro
Data analytics impacting a variety of application domains
$5 Billion in the next 5 years ...
Hawkeye: A leader in sports analytics
Tremendous Innovation in Sports Analytics ...
Let's Begin with Spin Tracking ...
Tracking Spin
Foundations of 3D Orientation
Align using Gravity and North
Unfortunately, during Free Fall...
Solution Sketch
Measuring Local Rotation Axis
Wobble: Time Varying Local Rotation Axis
Local Rotation Axis: Parameter Estimation
Ball Tracking
1. Sparse Infrastructure
Other Challenges
Core Opportunity
Wireless Signals + Motion Models
System Overview
Evaluation Platform
A Simple Throw
Spin Accuracy
Location Accuracy
Taught by
USENIX