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AVBPA
2003
Springer
133views Biometrics» more  AVBPA 2003»
13 years 8 months ago
LUT-Based Adaboost for Gender Classification
There are two main approaches to the problem of gender classification, Support Vector Machines (SVMs) and Adaboost learning methods, of which SVMs are better in correct rate but ar...
Bo Wu, Haizhou Ai, Chang Huang
AVBPA
2003
Springer
101views Biometrics» more  AVBPA 2003»
13 years 8 months ago
Gait Shape Estimation for Identification
A method is presented for identifying individuals by shape, given a sequence of noisy silhouettes segmented from video. A spectral partitioning framework is used to cluster similar...
David Tolliver, Robert T. Collins
AVBPA
2003
Springer
141views Biometrics» more  AVBPA 2003»
13 years 8 months ago
On the Correlation of Image Size to System Accuracy in Automatic Fingerprint Identification Systems
Abstract. The accuracy of Automatic Fingerprint Identification Systems (AFIS) is dependent on many variables ranging from the quality of the friction skin surface itself, to the ab...
J. K. Schneider, C. E. Richardson, F. W. Kiefer, V...
AVBPA
2003
Springer
134views Biometrics» more  AVBPA 2003»
13 years 8 months ago
Face Verification Competition on the XM2VTS Database
In the year 2000 a competition was organised to collect face verification results on an identical, publicly available data set using a standard evaluation protocol. The database us...
Kieron Messer, Josef Kittler, Mohammad Sadeghi, S&...
AVBPA
2003
Springer
188views Biometrics» more  AVBPA 2003»
13 years 8 months ago
Gait Analysis for Human Identification
Abstract. Human gait is an attractive modality for recognizing people at a distance. In this paper we adopt an appearance-basedapproach to the problem of gait recognition. The widt...
Amit A. Kale, Naresh P. Cuntoor, B. Yegnanarayana,...
AVBPA
2003
Springer
148views Biometrics» more  AVBPA 2003»
13 years 8 months ago
Scalability Analysis of Audio-Visual Person Identity Verification
In this work, we present a multimodal identity verification system based on the fusion of the face image and the text independent speech data of a person. The system conciliates th...
Jacek Czyz, Samy Bengio, Christine Marcel, Luc Van...
AVBPA
2003
Springer
146views Biometrics» more  AVBPA 2003»
13 years 8 months ago
Dental Biometrics: Human Identification Using Dental Radiographs
Abstract. The goal of forensic dentistry is to identify people based on their dental records, mainly as radiograph images. In this paper we attempt to set forth the foundations of ...
Anil K. Jain, Hong Chen, Silviu Minut
AVBPA
2003
Springer
135views Biometrics» more  AVBPA 2003»
13 years 8 months ago
Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS
We compare two classifier approaches, namely classifiers based on Multi Layer Perceptrons (MLPs) and Gaussian Mixture Models (GMMs), for use in a face verification system. The comp...
Fabien Cardinaux, Conrad Sanderson, Sébasti...
AVBPA
2003
Springer
128views Biometrics» more  AVBPA 2003»
13 years 8 months ago
A Comparative Evaluation of Fusion Strategies for Multimodal Biometric Verification
Julian Fiérrez-Aguilar, Javier Ortega-Garci...
AVBPA
2003
Springer
306views Biometrics» more  AVBPA 2003»
13 years 9 months ago
Fingerprint Alignment Using Similarity Histogram
The performance of fingerprint matching algorithm relies heavily on the accuracy of fingerprint alignment. Falsely aligning two feature sets extracted from two finger images of a f...
Tanghui Zhang, Jie Tian, Yuliang He, Xin Yang