6DMG: a new 6D motion gesture database

8 years 11 months ago
6DMG: a new 6D motion gesture database
Motion-based control is gaining popularity, and motion gestures form a complementary modality in human-computer interactions. To achieve more robust user-independent motion gesture recognition in a manner analogous to automatic speech recognition, we need a deeper understanding of the motions in gesture, which arouses the need for a 6D motion gesture database. In this work, we present a database that contains comprehensive motion data, including the position, orientation, acceleration, and angular speed, for a set of common motion gestures performed by different users. We hope this motion gesture database can be a useful platform for researchers and developers to build their recognition algorithms as well as a common test bench for performance comparisons. Categories and Subject Descriptors I.5 [Pattern Recognition]: General; I.4.8 [Image Processing and Computer Vision]: Scene Analysis—motion, sensor fusion, tracking General Terms Measurement Keywords 6D Motion Tracking, Motion Ges...
Mingyu Chen, Ghassan Al-Regib, Biing-Hwang Juang
Added 25 Apr 2012
Updated 25 Apr 2012
Type Journal
Year 2012
Authors Mingyu Chen, Ghassan Al-Regib, Biing-Hwang Juang
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