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SignRing - Continuous American Sign Language Recognition Using IMU Rings

Offered By: Association for Computing Machinery (ACM) via YouTube

Tags

Gesture Recognition Courses Machine Learning Courses Signal Processing Courses Assistive Technology Courses American Sign Language Courses

Course Description

Overview

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Explore a groundbreaking conference talk on SignRing, an innovative system for continuous American Sign Language recognition using IMU rings and virtual IMU data. Delve into the research presented by authors Jiyang Li, Lin Huang, Siddharth Shah, and colleagues at the UbiComp/ISWC 2023 conference. Learn about the novel approach that utilizes Inertial Measurement Unit (IMU) rings to capture hand movements and gestures, combined with virtual IMU data to enhance recognition accuracy. Discover how this technology aims to bridge communication gaps for the deaf and hard-of-hearing community. Gain insights into the methodology, challenges, and potential applications of this cutting-edge sign language recognition system. Access the full paper for in-depth technical details and findings at https://doi.org/10.1145/3610881.

Syllabus

UbiComp/ISWC 2023 SignRing: Continuous American Sign Language Recognition Using IMU Rings


Taught by

ACM SIGCHI

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