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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Byung-Woo Min Ho-Sub Yoon Jung Soh Young-Kyu Yang |
| Copyright Year | 1999 |
| Description | Author affiliation: Dept. of Image Process., Electron. & Telecommun. Res. Inst., Taejeon, South Korea (Byung-Woo Min) |
| Abstract | This research aims to recognize one-stroke pictorial gestures from visual images, and to develop a graphic/text editing system running in real time. The tasks are performed through three steps: moving-hand tracking and trajectory generation, key-gesture segmentation and gesture recognition by analyzing dynamic features. A gesture vocabulary consists of forty-eight gestures of three types: (1) six editing commands, (2) six graphic primitives, (3) alphanumeric characters-twenty-six alphabetic and ten numerical. Some dynamic features are obtained from spatio-temporal trajectories and quantized by the K-means algorithm. The quantized vectors were trained and tested using hidden Markov models (HMMs). |
| Starting Page | 982 |
| Ending Page | 984 |
| File Size | 275669 |
| Page Count | 3 |
| File Format | |
| ISBN | 0769502539 |
| DOI | 10.1109/MMCS.1999.778624 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 1999-06-07 |
| Publisher Place | Italy |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Real time systems Graphics Hidden Markov models Image recognition Text recognition Trajectory Image segmentation Performance analysis Vocabulary Testing |
| Content Type | Text |
| Resource Type | Article |
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