Evaluation of active appearance models in varying background conditions

Marek Kowalski; Jacek Naruniec

doi:10.1117/12.2035423

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25 October 2013 Evaluation of active appearance models in varying background conditions

Marek Kowalski, Jacek Naruniec

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Proceedings Volume 8903, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2013; 89030R (2013) https://doi.org/10.1117/12.2035423
Event: Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2013, 2013, Wilga, Poland

Abstract

In this paper we present an evaluation of the chosen versions of Active Appearance Models (AAM) in varying background conditions. Algorithms were tested on a subset of the CMU PIE database and chosen background im- ages. Our experiments prove, that the accuracy of those methods is strictly correlated with the used background, where the differences in the success rate differ even up to 50%.

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Marek Kowalski and Jacek Naruniec "Evaluation of active appearance models in varying background conditions", Proc. SPIE 8903, Photonics Applications in Astronomy, Communications, Industry, and High-Energy Physics Experiments 2013, 89030R (25 October 2013); https://doi.org/10.1117/12.2035423

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