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» Parallelizing Feature Selection
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ICPR
2000
IEEE
15 years 7 months ago
Logical Templates for Feature Extraction in Fingerprint Images
We present a novel approach for extraction of minutiaefeatures from fingerprint images. Theproposed approach is based on the use of logical templates for minutiae extraction in th...
Bir Bhanu, Michael Boshra, Xuejun Tan
ICMLA
2008
15 years 4 months ago
Predicting Algorithm Accuracy with a Small Set of Effective Meta-Features
We revisit 26 meta-features typically used in the context of meta-learning for model selection. Using visual analysis and computational complexity considerations, we find 4 meta-f...
Jun Won Lee, Christophe G. Giraud-Carrier
CVPR
2010
IEEE
15 years 11 months ago
Vessel Scale Selection using MRF Optimization
Many feature detection algorithms rely on the choice of scale. In this paper, we complement standard scaleselection algorithms with spatial regularization. To this end, we formula...
Hengameh Mirzaalian, Ghassan Hamarneh
ICASSP
2009
IEEE
15 years 9 months ago
Speaker recognition using syllable-based constraints for cepstral frame selection
We describe a new GMM-UBM speaker recognition system that uses standard cepstral features, but selects different frames of speech for different subsystems. Subsystems, or “const...
Tobias Bocklet, Elizabeth Shriberg
ICPR
2008
IEEE
15 years 9 months ago
Contour registration and corresponding point selection for dorsal fin recognition
Boundary descriptors may be used effectively in various image based recognition problems. However, when images are acquired in uncontrolled conditions, changes in pose and illumin...
John H. Stewman, Kelly Debure