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TNN
2010
173views Management» more  TNN 2010»
15 years 1 months ago
Multiclass relevance vector machines: sparsity and accuracy
Abstract--In this paper we investigate the sparsity and recognition capabilities of two approximate Bayesian classification algorithms, the multi-class multi-kernel Relevance Vecto...
Ioannis Psorakis, Theodoros Damoulas, Mark A. Giro...
ICASSP
2011
IEEE
14 years 10 months ago
Facial expression recognition using ensemble of classifiers
This paper presents a novel method for facial expression classification that employs the combination of two different feature sets in an ensemble approach. A pool of base classiļ...
Thiago H. H. Zavaschi, Alessandro L. Koerich, Luiz...
ICASSP
2011
IEEE
14 years 10 months ago
Classifier subset selection and fusion for speaker verification
State-of-the-art speaker verification systems consists of a number of complementary subsystems whose outputs are fused, to arrive at more accurate and reliable verification deci...
Filip Sedlak, Tomi Kinnunen, Ville Hautamäki,...
ISCAS
2011
IEEE
205views Hardware» more  ISCAS 2011»
14 years 10 months ago
A new Temporal-Constraint-Based algorithm by handling temporal qualities for video enhancement
—Video enhancement has played very important roles in many applications. However, most existing enhancement methods only focus on the spatial quality within a frame while the tem...
Jun Xie, Weiyao Lin, Hongxiang Li, Ning Xu, Hongyu...
AIPS
2011
14 years 10 months ago
A Polynomial All Outcome Determinization for Probabilistic Planning
Most predominant approaches in probabilistic planning utilize techniques from the more thoroughly investigated field of classical planning by determinizing the problem at hand. I...
Thomas Keller, Patrick Eyerich