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» Theory and Use of the EM Algorithm
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CVPR
2007
IEEE
16 years 3 months ago
Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations
This paper presents a new incremental learning solution for Linear Discriminant Analysis (LDA). We apply the concept of the sufficient spanning set approximation in each update st...
Björn Stenger, Josef Kittler, Roberto Cipolla...
ICIAR
2007
Springer
15 years 7 months ago
High Accuracy Optical Flow Method Based on a Theory for Warping: Implementation and Qualitative/Quantitative Evaluation
Abstract. We describe the implementation of a 2D optical flow algorithm published in the European Conference on Computer Vision (ECCV 2004) by Brox et al. [1] (best paper award) a...
Mohammad Faisal, John Barron
108
Voted
CN
2004
85views more  CN 2004»
15 years 1 months ago
The multicast address allocation problem: theory and practice
Abstract-- In this paper, we perform the first comprehensive study of the multicast address allocation problem. We analyze this problem both within its context as a classic resourc...
Daniel Zappala, Virginia Mary Lo, Chris GauthierDi...
ISICA
2007
Springer
15 years 7 months ago
Parameter Setting for Evolutionary Latent Class Clustering
The latent class model or multivariate multinomial mixture is a powerful model for clustering discrete data. This model is expected to be useful to represent non-homogeneous popula...
Damien Tessier, Marc Schoenauer, Christophe Bierna...
NIPS
2001
15 years 2 months ago
Fast, Large-Scale Transformation-Invariant Clustering
In previous work on "transformed mixtures of Gaussians" and "transformed hidden Markov models", we showed how the EM algorithm in a discrete latent variable mo...
Brendan J. Frey, Nebojsa Jojic