Object tracking using active appearance models |
Mikkel B. Stegmann
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| Abstract | This paper demonstrates that (near) real-time object tracking can be accomplished by the deformable template model; the Active Appearance Model (AAM) using only low-cost consumer electronics such as a PC and a web-camera. Successful object tracking of perspective, rotational and translational transformations was carried out using a training set of five images. The tracker was automatically initialised by a described multi-scale initialisation method and achieved a performance in the range of 7-10 frames per second. |
| Type | Conference paper [Without referee] |
| Conference | Proc. 10th Danish Conference on Pattern Recognition and Image Analysis |
| Editors | |
| Year | 2001 Month July Vol. 1 pp. 54-60 |
| Publisher | DIKU |
| Address | Copenhagen, Denmark |
| Electronic version(s) | [pdf] |
| BibTeX data | [bibtex] |
| IMM Group(s) | Image Analysis & Computer Graphics |