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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Theekhanont, P. Miguet, S. Kurutach, W. |
| Copyright Year | 2012 |
| Description | Author affiliation: Electrical Engineering Graduate Program, Mahanakorn University of Technology, Bangkok, Thailand (Theekhanont, P.) || LIRIS LAB, Université Lumière Lyon 2, France (Kurutach, W.) || Information Technology Department, Mahanakorn University of Technology, Bangkok, Thailand (Miguet, S.) |
| Abstract | In this paper, gait recognition using Gait Energy Image (GEI) and pattern trace transform, is presented for human identification. The first step, gait recognition using GEI and pattern trace transform, used silhouette input. The gait period could be estimated by computing the median of the walking-step width of the three consecutive maxima. Subsequently, we calculated the Gait Energy Images from the silhouettes. GEI was transformed to a trace transform image. The pattern trace transform images were calculated using a threshold from the trace transform image to develop the pattern trace transform, which was a significant difference. Finally, we used template matching for identification. The results of gait recognition using GEI and pattern trace transform show that the proposed technique is quite effective and can be developed for higher performance. |
| Starting Page | 936 |
| Ending Page | 940 |
| File Size | 829223 |
| Page Count | 5 |
| File Format | |
| ISBN | 9781467321099 |
| e-ISBN | 9781467321082 |
| DOI | 10.1109/ITiME.2012.6291457 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-08-03 |
| Publisher Place | Japan |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | gait recognition Abstracts Gait Energy Image GEI trace transform Biomedical imaging |
| Content Type | Text |
| Resource Type | Article |
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