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Development of an Electronic Shift Lever Control System Using Hand Pose Recognition

Title
Development of an Electronic Shift Lever Control System Using Hand Pose Recognition
Authors
Kim, HyundukLee, Sang-HeonSohn, Myoung-KyuBae, Wonju
DGIST Authors
Kim, Hyunduk; Lee, Sang-HeonSohn, Myoung-Kyu
Issue Date
2019-01-13
Citation
2019 IEEE International Conference on Consumer Electronics, ICCE 2019
Type
Conference
ISBN
9781538679104
Abstract
In this paper, we introduce an electronic shift lever control system based on hand pose recognition technology to provide a convenient and simple interface to drivers. The hand pose recognition algorithm consists of three processes. The first is hand localization using a simple approach based on deep learning. The second step is the prediction of the 3D hand joint location, and the final step is hand pose recognition. During this process, we define six hand poses and extract feature vectors obtained using the 3D offset from the center of the hand location to the hand joint location. The hand pose is then recognized using a simple KNN classifier. © 2019 IEEE.
URI
http://hdl.handle.net/20.500.11750/9813
DOI
10.1109/ICCE.2019.8661992
Publisher
Institute of Electrical and Electronics Engineers Inc.
Related Researcher
Files:
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Collection:
Convergence Research Center for Future Automotive Technology2. Conference Papers


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