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Registered SYSTEM FOR RECOGNIZING USER HAND GESTURE AND PROVIDING VIRTUAL REALITY CONTENT BASED ON DEEP LEARNING USING TRANSFER LEARNING

Inventors
Choi Yeongjae, Kwon Seung Joon, Seo Sang Woo
Application No.
17327277 (2021.05.21)
Publication No.
20220066566 (2022.03.03)
Registration No.
11481039 (2022.10.25)
Country
UNITED STATES
Project Code
20IE1100, 생활안전 예방서비스 기술개발 연구단, Kim Hyoung Jun
Abstract
Provided is a system for recognizing a user hand gesture and providing virtual reality content based on deep learning using transfer learning. The system includes a head mounted display (HMD) configured to display, to a user, virtual reality content based on a hand gesture, a hand gesture sensor configured to acquire hand data of the user, and a controller device configured to receive the hand data and convert the received hand data into hand gesture data, manage a hand gesture recognizer on the basis of deep learning, and perform content execution management.
KSP Keywords
Gesture sensor, Hand Gesture, Head-mounted display(HMD), Transfer learning, Virtual Reality(VR), content-based, deep learning(DL)
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Status Patent Country KIPRIS
Registered 전이학습을 이용한 딥러닝 기반 사용자 손 동작 인식 및 가상 현실 콘텐츠 제공 시스템 KOREA