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    PR
    2006
    120views more  PR 2006»
    Alternative learning vector quantization
    13 years 11 months ago
    Alternative learning vector quantization
    Download  www2.math.cycu.edu.tw
    In this paper, we discuss the influence of feature vectors contributions at each learning time t on a sequential-type competitive learning algorithm. We then give a learning rate ...
    Kuo-Lung Wu, Miin-Shen Yang
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    PR
    2006
    76views more  PR 2006»
    Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints
    13 years 11 months ago
    Extending the relevant component analysis algorithm for metric learning using both positive and negative equivalence constraints
    Download  repository.ust.hk
    Relevant component analysis (RCA) is a recently proposed metric learning method for semi-supervised learning applications. It is a simple and efficient method that has been applie...
    Dit-Yan Yeung, Hong Chang
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    PR
    2006
    127views more  PR 2006»
    On solving the face recognition problem with one training sample per subject
    13 years 11 months ago
    On solving the face recognition problem with one training sample per subject
    Download  www.dsp.toronto.edu
    The lack of adequate training samples and the considerable variations observed in the available image collections due to aging, illumination and pose variations are the two key te...
    Jie Wang, Kostas N. Plataniotis, Juwei Lu, Anastas...
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    PR
    2006
    84views more  PR 2006»
    Document zone content classification and its performance evaluation
    13 years 11 months ago
    Document zone content classification and its performance evaluation
    Download  www.math.ucla.edu
    This paper describes an algorithm for the determination of zone content type of a given zone within a document image. We take a statistical based approach and represent each zone ...
    Yalin Wang, Ihsin T. Phillips, Robert M. Haralick
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    PR
    2006
    80views more  PR 2006»
    Neighborhood size selection in the k-nearest-neighbor rule using statistical confidence
    13 years 11 months ago
    Neighborhood size selection in the k-nearest-neighbor rule using statistical confidence
    Download  www.physics.brown.edu
    The k-nearest-neighbor rule is one of the most attractive pattern classification algorithms. In practice, the choice of k is determined by the cross-validation method. In this wor...
    Jigang Wang, Predrag Neskovic, Leon N. Cooper
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    PR
    2006
    116views more  PR 2006»
    Correspondence matching using kernel principal components analysis and label consistency constraints
    13 years 11 months ago
    Correspondence matching using kernel principal components analysis and label consistency constraints
    Download  www-users.cs.york.ac.uk
    This paper investigates spectral approaches to the problem of point pattern matching. We make two contributions. First, we consider rigid point-set alignment. Here we show how ker...
    Hongfang Wang, Edwin R. Hancock
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    PR
    2006
    119views more  PR 2006»
    Performance evaluation and optimization for content-based image retrieval
    13 years 11 months ago
    Performance evaluation and optimization for content-based image retrieval
    Download  www.cs.ubc.ca
    Performance evaluation of content-based image retrieval (CBIR) systems is an important but still unsolved problem. The reason for its importance is that only performance evaluatio...
    Julia Vogel, Bernt Schiele
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    PR
    2006
    95views more  PR 2006»
    Classification of acoustic events using SVM-based clustering schemes
    13 years 11 months ago
    Classification of acoustic events using SVM-based clustering schemes
    Download  www.lsi.upc.edu
    Acoustic events produced in controlled environments may carry information useful for perceptually aware interfaces. In this paper we focus on the problem of classifying 16 types o...
    Andrey Temko, Climent Nadeu
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    PR
    2006
    119views more  PR 2006»
    Fingerprint matching by genetic algorithms
    13 years 11 months ago
    Fingerprint matching by genetic algorithms
    Download  www.vislab.ucr.edu
    Fingerprint matching is still a challenging problem for reliable person authentication because of the complex distortions involved in two impressions of the same finger. In this p...
    Xuejun Tan, Bir Bhanu
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    PR
    2006
    113views more  PR 2006»
    Face recognition from a single image per person: A survey
    13 years 11 months ago
    Face recognition from a single image per person: A survey
    Download  parnec.nuaa.edu.cn
    One of the main challenges faced by the current face recognition techniques lies in the difficulties of collecting samples. Fewer samples per person mean less laborious effort for...
    Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zh...
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