Pattern Recognition and Artificial Intelligence
Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part I
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Book and Conference Proceedings
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Chapter and Conference Paper
Discriminant Spectral Hashing for Compact Palmprint Representation
When palmprint recognition needs to be run in the device with low processing and small storage capacities, binary representation with low storage overhead, high matching speed and high discrimination power is ...
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Chapter and Conference Paper
Distance Entropy as an Information Measure for Binary Biometric Representation
To uphold the security of individuals, analyzing the amount of information in binary biometric representation is highly essential. While Shannon entropy is a measure to quantify the expected value of informati...
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Chapter and Conference Paper
Reduced Analytical Dependency Modeling for Classifier Fusion
This paper addresses the independent assumption issue in classifier fusion process. In the last decade, dependency modeling techniques were developed under some specific assumptions which may not be valid in p...
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Chapter and Conference Paper
A Novel Regularized Fisher Discriminant Method for Face Recognition Based on Subspace and Rank Lifting Scheme
The null space N(S t ) of total scatter matrix S t contains no useful information for pattern...
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Chapter and Conference Paper
Transductive Learning: Learning Iris Data with Two Labeled Data
This paper presents two graph-based algorithms for solving the transductive learning problem. Stochastic contraction algorithms with similarity based sampling and normalized similarity based sampling are intro...
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Chapter and Conference Paper
Semi-supervised Learning in Medical Image Database
This paper presents a novel graph-based algorithm for solving the semi-supervised learning problem. The graph-based algorithm makes use of the recent advances in stochastic graph sampling technqiue and a model...
