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ESANN
2006
13 years 11 months ago
Recognition of handwritten digits using sparse codes generated by local feature extraction methods
We investigate when sparse coding of sensory inputs can improve performance in a classification task. For this purpose, we use a standard data set, the MNIST database of handwritte...
Rebecca Steinert, Martin Rehn, Anders Lansner
MIAR
2010
IEEE
13 years 8 months ago
Automatic Computation of Electrodes Trajectory for Deep Brain Stimulation
In this paper, we propose an approach to find the optimal position of an electrode, for assisting surgeons in planning Deep Brain Stimulation. We first show how we formalized the...
Caroline Essert, Claire Haegelen, Pierre Jannin
DAGM
2010
Springer
13 years 8 months ago
An Empirical Comparison of Inference Algorithms for Graphical Models with Higher Order Factors Using OpenGM
Abstract. Graphical models with higher order factors are an important tool for pattern recognition that has recently attracted considerable attention. Inference based on such model...
Björn Andres, Jörg H. Kappes, Ullrich K&...
ICIP
2010
IEEE
13 years 7 months ago
Transferable Belief Model for hair mask segmentation
In this paper, we present a study of transferable belief model for automatic hair segmentation process. Firstly, we recall the transferable Belief Model. Secondly, we defined for ...
Cédric Rousset, Pierre Yves Coulon, Mich&eg...
INTERSPEECH
2010
13 years 4 months ago
Improved real-time MRI of oral-velar coordination using a golden-ratio spiral view order
In speech research using real-time magnetic resonance imaging (RT-MRI), frame reconstruction is typically performed with a constant temporal resolution. However, a flexible select...
Yoon-Chul Kim, Shrikanth S. Narayanan, Krishna S. ...