TL;DR
Gestop is a customizable, real-time gesture control framework that enables users to interact with computers using RGB cameras, addressing technical challenges in accurate in-air gesture detection.
Contribution
It introduces a user-friendly framework that learns from demonstrations and allows end-users to customize gesture controls for computer interaction.
Findings
Effective real-time gesture detection using RGB cameras
High user customization capability
Improved accuracy over existing gesture systems
Abstract
The established way of interfacing with most computer systems is a mouse and keyboard. Hand gestures are an intuitive and effective touchless way to interact with computer systems. However, hand gesture based systems have seen low adoption among end-users primarily due to numerous technical hurdles in detecting in-air gestures accurately. This paper presents Gestop, a framework developed to bridge this gap. The framework learns to detect gestures from demonstrations, is customizable by end-users and enables users to interact in real-time with computers having only RGB cameras, using gestures.
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