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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Khan, I.R. Miyamoto, H. Morie, T. |
| Copyright Year | 2008 |
| Description | Author affiliation: Grad. Sch. of Life Sci. & Syst. Eng., Kyushu Inst. of Technol., Kitakyushu (Khan, I.R.; Miyamoto, H.; Morie, T.) |
| Abstract | In this paper, we present a user identification technique based on face recognition for secure human-machine interaction. User's face is matched with the faces memorized by the machine, and if a match is found with a reliable matching score, the machine gets ready to accept the commands. Gabor Wavelet Transform coefficients are used as features for matching, and they are computed on a dedicated LSI to attain high computational speed. For matching, an algorithm based on the elastic graph matching is used, and that is also implemented on hardware. We also propose an arm tracking algorithm for communication with machines using arm gesture. The algorithm utilizes stereo vision to define search regions in left and right images iteratively, and looks for the arm posture by matching with a three dimensional four degrees-of-freedom kinematics-based arm model. Tracking procedure is computationally efficient, robust to small occlusions, and works in unconstrained environment, which makes it suitable for general applications in human-machine interaction. |
| Starting Page | 411 |
| Ending Page | 417 |
| File Size | 911885 |
| Page Count | 7 |
| File Format | |
| ISBN | 9781424423835 |
| ISSN | 1062922X |
| DOI | 10.1109/ICSMC.2008.4811310 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2008-10-12 |
| Publisher Place | Singapore |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Face recognition Man machine systems Humans Wavelet transforms Iterative algorithms Robustness Iris Large scale integration Hardware Fingerprint recognition gesture recognition human-machine interaction face recognition Gabot wavelet transform chip arm tracking |
| Content Type | Text |
| Resource Type | Article |
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