A Rapid Prototyping System for Hand Gesture Recognition

Tim Straubinger and Nam Hee Gordon Kim

Paper

Code

Abstract

Prototyping gesture recognition systems in a fast, reliable, and cheap way can make HCI applications easier to develop and more accessible. We present a simple system that combines a 3D hand pose estimator and a speed-invariant gesture recognizer. Our system allows for rapid prototyping of vision-based hand gesture recognition software without the burden of massive data collection.

Raw Data: Clutch Pose

clutch23.mp4

clutch22.mp4

Raw Data: Dynamic Gestures

ok02.mp4

thumbs_up01.mp4

Thumbs up

paper02.mp4

Paper

scissors00.mp4

Scissors

call_me01.mp4

Call me

lets_drink00.mp4

Let's drink

Bias Correction for Clutch Pose with Residuals

554x-residuals-with-subs.webm

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