25 August 2004 Toward the rapid development of face and speech biometric methods
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Proceedings Volume 5404, Biometric Technology for Human Identification; (2004); doi: 10.1117/12.542537
Event: Defense and Security, 2004, Orlando, Florida, United States
Abstract
Biometrics has become an increasingly important part of the overall set of tools for securing a wide range of facilities, areas, information, and environments. At the core of any biometric verification/identification technique lies the development of the algorithm itself. Much research has been performed in this area to varying degrees of success, and it is well recognized within the biometrics community that substantial room for improvement exists. The focus of this paper is to describe ongoing biometrics algorithm development efforts by the authors. An overview of the data collection, algorithm development, and testing efforts is described. The focus of the research is to develop core algorithmic concepts that serve as the basis for robust techniques in both the face and speech modalities. A broad overview of the methodology is provided with some sample results. The end goal is to have a robust, modular set of tools which can balance complexity and need for accuracy and robustness for a wide variety of applications.
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William J. Williams, Mitchell M. Rohde, Victor E. Perlin, Robert W. Bossemeyer, Robert M. Lupa, Joseph P. Oravec, "Toward the rapid development of face and speech biometric methods", Proc. SPIE 5404, Biometric Technology for Human Identification, (25 August 2004); doi: 10.1117/12.542537; https://doi.org/10.1117/12.542537
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KEYWORDS
Biometrics

Algorithm development

Databases

Facial recognition systems

Feature extraction

Transform theory

Detection and tracking algorithms

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