Fabien
Scalzo
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Publications
Jounal Papers
- X. Hu, P. Xu, F. Scalzo, C. Miller, P. Vespa, M. Bergsneider.
Morphological
Clustering and Analysis of Continuous Intracranial Pressure.
Submitted to IEEE Transactions on Biomedical Engineering,
2008
Conference Papers
- F. Scalzo, G. Bebis, M. Nicolescu, L. Loss.
Feature Fusion Hierarchies for Gender Classification. ICPR 2008 (Tampa, Florida).
- F. Scalzo, P. Xu, M. Bergsneider, X. Hu.
Morphological Feature Extraction of Intracranial Pressure Signals via Nonlinear Regression. Benelearn 2008 (Spa, Belgium).
- F. Scalzo, G. Bebis, M. Nicolescu, L. Loss.
Evolutionay Learning of Feature Fusion Hierarchies. Benelearn 2008 (Spa, Belgium).
- J. Piater, F. Scalzo, and R. Detry.
Hierarchical Markov Network for Object Recognition. Benelearn 2008 (Spa, Belgium).
- F. Scalzo, P. Xu, M. Bergsneider, X. Hu.
Nonlinear Regression For Sub-Peak Detection of Intracranial Pressure Signals. IEEE Int. Conf. Engineering and Biology Society, 2008 (EMBC, Vancouver, Canada).
- P. Xu, F. Scalzo, M. Bergsneider, X. Hu.
Wavelet Entropy Characterization of Elevated Intracranial Pressure. IEEE Int. Conf. Engineering and Biology Society, 2008 (EMBC, Vancouver, Canada).
- J. Piater, F. Scalzo, and R. Detry.
Vision as Inference in a Hierarchical Markov Network. ICCNS, 2008 (Boston, USA).
- F. Scalzo, J. Piater,
Adaptive patch features for object class recognition with learned hierarchical models. 2nd Beyond Patches Workshop, 2007 (CVPR, Minneapolis, MN, USA).
- F. Scalzo, J. Piater,
Unsupervised Learning of Dense Hierarchical Appearance Representations. Proc. of the International Conference on Pattern Recognition (ICPR), 2006 (Hong-Kong, China).
- F. Scalzo, J. Piater,
Combining Generative and Discriminative Learning of Feature Hierarchies for Object Recognition. Research Contact Day of the CIL doctoral school, 2006 (Brussels, Belgium).
- F. Scalzo, J. Piater.
Statistical learning of visual feature hierarchies. Proc. of the IEEE Workshop on Learning in Computer Vision and Pattern Recognition, 2005 (CVPR 2005).
- S. Jodogne, F. Scalzo, J. Piater.
Task-Driven Learning of Spatial Combinations of Visual Features. Proc. of the IEEE Workshop on Learning in Computer Vision and Pattern Recognition, 2005 (CVPR 2005).
- F. Scalzo, J. Piater.
Unsupervised Learning of Visual Feature Hierarchies. Proc. of the International Conference on Machine Learning and Data Mining (MLDM), 2005.
- F. Scalzo.
Apprentissage Non-Supervisé de Caractéristiques Visuelles. ORASIS 2005 (Fournol, France).
Thesis
- F. Scalzo.
Learning Visual Feature Hierarchies. PhD Thesis. University
of Liege, Belgium. 2007-2008.
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