Object tracking using active appearance models

Mikkel Bille Stegmann; Søren I. Olsen

Object tracking using active appearance models

Mikkel Bille Stegmann, Søren I. Olsen (Editor)

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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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.

Original language	English
Title of host publication	Proc. 10th Danish Conference on Pattern Recognition and Image Analysis
Publisher	Department of Computer Science, University of Copenhagen (DIKU)
Publication date	2001
Pages	54-60
Publication status	Published - 2001

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Cite this

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Object tracking using active appearance models. / Stegmann, Mikkel Bille; Olsen, Søren I. (Editor).
Proc. 10th Danish Conference on Pattern Recognition and Image Analysis. Department of Computer Science, University of Copenhagen (DIKU), 2001. p. 54-60.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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