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BIOID
2008
103views Biometrics» more  BIOID 2008»
15 years 9 months ago
Promoting Diversity in Gaussian Mixture Ensembles: An Application to Signature Verification
Abstract. Classifiers based on Gaussian mixture models are good performers in many pattern recognition tasks. Unlike decision trees, they can be described as stable classifier: a s...
Jonas Richiardi, Andrzej Drygajlo, Laetitia Todesc...
203
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BIOID
2008
135views Biometrics» more  BIOID 2008»
15 years 9 months ago
Multimodal Speaker Identification Based on Text and Speech
Abstract. This paper proposes a novel method for speaker identification based on both speech utterances and their transcribed text. The transcribed text of each speaker's utte...
Panagiotis Moschonas, Constantine Kotropoulos
BIOID
2008
183views Biometrics» more  BIOID 2008»
15 years 9 months ago
POLYBIO: Multimodal Biometric Data Acquisition Platform and Security System
Biometrics is the automated method of recognizing a person based on a physiological or behavioural characteristic. Biometric technologies are becoming the foundation of an extensiv...
Anastasis Kounoudes, Nicolas Tsapatsoulis, Zenonas...
BIOID
2008
134views Biometrics» more  BIOID 2008»
15 years 9 months ago
Advanced Studies on Reproducibility of Biometric Hashes
The determination of hashes based on biometric data is a recent topic in biometrics as it allows to handle biometric templates in a privacy manner. Applications could be the genera...
Tobias Scheidat, Claus Vielhauer, Jana Dittmann
BIOID
2008
152views Biometrics» more  BIOID 2008»
15 years 9 months ago
On Quality of Quality Measures for Classification
Abstract. In this paper we provide a theoretical discussion of the impact of uncertainty in quality measurement on the expected benefits of including biometric signal quality measu...
Krzysztof Kryszczuk, Andrzej Drygajlo