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학술지 Development of Real-Time Hand Gesture Recognition for Tabletop Holographic Display Interaction Using Azure Kinect
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저자
이찬휘, 김재한, 조성배, 김진웅, 유지상, 권순철
발행일
202008
출처
Sensors, v.20 no.16, pp.1-13
ISSN
1424-8220
출판사
MDPI
DOI
https://dx.doi.org/10.3390/s20164566
협약과제
20JH1200, 디지털 홀로그래픽 테이블탑형 단말 기술 개발, 김진웅
초록
The use of human gesturing to interact with devices such as computers or smartphones has presented several problems. This form of interaction relies on gesture interaction technology such as Leap Motion from Leap Motion, Inc, which enables humans to use hand gestures to interact with a computer. The technology has excellent hand detection performance, and even allows simple games to be played using gestures. Another example is the contactless use of a smartphone to take a photograph by simply folding and opening the palm. Research on interaction with other devices via hand gestures is in progress. Similarly, studies on the creation of a hologram display from objects that actually exist are also underway. We propose a hand gesture recognition system that can control the Tabletop holographic display based on an actual object. The depth image obtained using the latest Time-of-Flight based depth camera Azure Kinect is used to obtain information about the hand and hand joints by using the deep-learning model CrossInfoNet. Using this information, we developed a real time system that defines and recognizes gestures indicating left, right, up, and down basic rotation, and zoom in, zoom out, and continuous rotation to the left and right.
키워드
Azure kinect, Deep-learning, Gesture interaction, Hand detection, Hologram display
KSP 제안 키워드
Depth camera, Depth image, Hand detection, Hand gesture recognition system, Leap Motion, Learning model, continuous rotation, deep learning(DL), detection performance, gesture interaction, holographic display
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