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» On the initialization of the DNMF algorithm
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CG
2006
Springer
15 years 5 months ago
Shape reasoning and understanding
s: clustering, denoising, sharp feature, shape abstraction, reverse engineering In this paper we describe a hierarchical face clustering algorithm for triangle meshes based on fit...
Bianca Falcidieno, Remco C. Veltkamp
CORR
2006
Springer
130views Education» more  CORR 2006»
15 years 5 months ago
Genetic Programming for Kernel-based Learning with Co-evolving Subsets Selection
Abstract. Support Vector Machines (SVMs) are well-established Machine Learning (ML) algorithms. They rely on the fact that i) linear learning can be formalized as a well-posed opti...
Christian Gagné, Marc Schoenauer, Mich&egra...
CORR
2006
Springer
84views Education» more  CORR 2006»
15 years 5 months ago
The JRC-Acquis: A multilingual aligned parallel corpus with 20+ languages
We present a new, unique and freely available parallel corpus containing European Union (EU) documents of mostly legal nature. It is available in all 20 official EU languages, wit...
Ralf Steinberger, Bruno Pouliquen, Anna Widiger, C...
CORR
2006
Springer
76views Education» more  CORR 2006»
15 years 5 months ago
Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting
Consider the problem of joint parameter estimation and prediction in a Markov random field: i.e., the model parameters are estimated on the basis of an initial set of data, and th...
Martin J. Wainwright
CVIU
2006
104views more  CVIU 2006»
15 years 4 months ago
A unifying geometric representation for central projection systems
In this paper we study projection systems with a single effective viewpoint, including combinations of mirrors and lenses (catadioptric) as well as just lenses with or without rad...
João P. Barreto