Publications
If you have difficulties downloading any of
these publications, contact me and I
will
mail you a printed copy. These publications are best referenced in BibTeX format :-)
In Journals and Conference
Proceedings:
- Fast algorithms for the computation of Ranklets, by F. Smeraldi,
in: Proceedings of ICIP, Cairo (Egypt), November 2009 (to appear)
- Variance Ranklets: orientation-selective rank features for contrast modulations, by G. Azzopardi, F. Smeraldi, in: Proc. of the British Machine Vision Conference, London (UK), Sept 2009
- On Adaboost and optimal betting strategies,
by P. Malacaria, F. Smeraldi, in: Proc. of the 5th International Conference on Data Mining (DMIN/WORLDCOMP), CSREA Press, pp 326-332, July 2009
- On Adaboost and optimal betting strategies, by P. Malacaria, F. Smeraldi, in: Proc. of the 1st National ICT Conference (WICT), Valletta (Malta), Nov 2008
- Adaptive multi-feature tracking in a particle filter framework,
by E. Maggio, F. Smeraldi and A. Cavallaro, in: IEEE Transactions on Circuits and Systems for Video Technology,
volume 17, issue 10, pages 1348-1359, October 2007
View Abstract
- Non-rigid structure from motion using ranklet-based tracking and non-linear
optimization, by A. Del Bue, F. Smeraldi and L. Agapito, in: Image and Vision Computing, volume 25, issue 3, pages 297-310,
March 2007
View Abstract
- Dowload PDF
- Feature selection with nonparametric statistics
, by E. Franceschi, F. Odone, F. Smeraldi and A. Verri, in: Proceedings of the International Conference on Image
Processing, volume I, pages 325-328, Genoa, Italy, September 2005
View Abstract
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- Tracking points on deformable objects with ranklets, by
F. Smeraldi, A. Del Bue and L. Agapito, in: Proceedings of the International Conference on Image Processing,
volume III, pages 121-124, Genoa, Italy, September 2005
View Abstract
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- Combining colour and orientation for adaptive particle filter-based tracking,
by E. Maggio, F. Smeraldi and A. Cavallaro, in: Proceedings of the Bristish Machine Vision Conference, volume II, pages 659-668,
Oxford, UK, September 2005
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- A classical tool revisited: object detection by statistical testing
, by E. Franceschi, F. Odone, F. Smeraldi and A. Verri, in: Proceedings of the International Conference
on Instrumentation, Control and Information Technology (SICE), pages 2961 - 2964, Okayama, Japan, August 2005
View Abstract
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- Finding objects with
hypothesis testing, by E. Franceschi, F. Odone, F. Smeraldi and
A. Verri, in: Proceedings of the Workshop on Learning for Adaptable
Visual Systems (LAVS), in conjunction with ICPR'04, Cambridge, UK,
August 2004
View Abstract
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- Non-rigid structure from
motion using non-parametric tracking and non-linear optimization,
by A. Del Bue, F. Smeraldi and L. Agapito, in: Proceedings
of the IEEE Workshop on Articulated and Nonrigid Motion, Washington DC,
June 2004;
View Abstract
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- Cognitive navigation based
on non-uniform Gabor space sampling, unsupervised growing networks, and
reinforcement learning, by A. Arleo, F. Smeraldi and W.
Gerstner, IEEE
Transactions on Neural Networks, Vol. 15, No. 3, pages 639-652, May
2004;
View Abstract - Dowload PDF
- Ranklets on Hexagonal Pixel Lattices, by F. Smeraldi and M. A. Rob, in:
Proceedings of the British Machine Vision Conference, Norwich, UK, vol.
1, pages 163-170, September 2003
View Abstract - Download PostScript
- A nonparametric approach to face
detection
using ranklets, by F. Smeraldi, in:
Proceedings of the 4th International Conference on Audio and
Video-based Biometric Person Authentication (AVBPA 03), Guildford, UK,
pages
351-359, June 2003
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- Ranklets: orientation selective
non-parametric features applied to face detection, by F. Smeraldi, in: Proceedings of the 16th
International Conference on Pattern Recognition, Quebec QC, vol. 3,
pages 379-382, August 2002
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- Support Vector Features and the role of
dimensionality in face authentication, by
F. Smeraldi, J. Bigun and W. Gerstner, Proceedings of the First
International Workshop on Pattern Recognition with Support Vector
Machines (SVM 2002), Niagra Falls, Canada, pages 249-259, August 2002
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- Retinal vision applied to facial
features detection and face authentication,
by F. Smeraldi and J. Bigun, Pattern Recognition Letters 23 (2002),
pages 463 - 475.
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- Place cells and spatial navigation based
on vision, path integration, and reinforcement learning, by A.
Arleo, F. Smeraldi, S. Hug and W. Gerstner, Advances in Neural
Information Processing Systems, vol. 13, pages 89-95, MIT Press,
December 2000.
View Abstract -
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- Comparison of face verification
results on the XM2VTS database, by J.
Matas and M. Hamouz and K. Jonsson and J. Kittler and Y. Li and C.
Kotropoulos and A. Tefas and I. Pitas and T. Tan and H. Yan and F.
Smeraldi and J. Bigün and N. Capdevielle and W. Gerstner and S.
Ben-Yacoub and Y. Abdeljaoued and E. Mayoraz, Proceedings of the 15th
International Conference on Pattern Recognition, Barcelona (Spain),
pages 858-863, vol 4, September 2000.
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- Saccadic Search with Gabor features
applied to Eye Detection and Real-Time Head Tracking, by F. Smeraldi, O. Carmona and J. Bigün, Image and
Vision Computing, vol 18, no 4, pages 323-329, March 2000
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- Facial features detection by
saccadic exploration of the Gabor decomposition and Support Vector
Machines, in
Proceedings of the 11th Scandinavian Conference on Image Analysis,
Kangerlussuaq (Greenland), volume I, pages 39-44, June 1999
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- Face Authentication by retinotopic
sampling of the Gabor decomposition and Support Vector Machines by F. Smeraldi, N. Capdevielle and J. Bigun,
Proceedings of the 2nd International Conference on Audio and Video
Based Biometric Person Authentication (AVBPA'99), Washington DC (USA),
pages 125-129, March 22nd-24th, 1999
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- Gabor decomposition driven saccades
applied to facial features detection for visual biometrics applications,
by F. Smeraldi, N. Capdevielle and J. Bigün, in Proceedings of the
1999 Symposium of the Swedish Society for Automated Image Analysis,
Göteborg (Sweden), pages 85-88 published by: School of Signals and
Systems, Chalmers University of Technology, Göteborg, March 1999.
- Facial feature detection by
Saccadic
Exploration of the Gabor Decomposition by
F. Smeraldi and J. Bigun, Proceedings of the 1998 International
Conference on Image Processing, Chicago (USA), vol. 3, pages 163 - 167,
October 4 - 7, 1998
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- Real-time Head Tracking by Saccadic
Exploration and Gabor Decomposition by F.
Smeraldi, O. Carmona and J. Bigün, Proceedings of the 5th
International Workshop on Advanced Motion Control (AMC '98), Coimbra
(Portugal), June 29th - July 1st, pages 684 - 687, IEEE Cat. Num.
98TH8354, 1998
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- Multi-Modal Person Authentication by J. Bigün, B. Duc, S. Fischer, A. Makarov and
F. Smeraldi, in Nato-Asi advanced study on face recognition, H.
Wechsler et al. editors, pages 26-50, vol. F 163, Springer, 1998
View Abstract
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Technical/Research Reports:
- Ranklets: a Complete Family of
Multiscale,
Orientation Selective Rank Features, by F.
Smeraldi, Research Report RR0309-01, Department of Computer
Science, Queen Mary, University of London, Mile End Road, London E1
4NS, UK, September 2003
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- Saccadic Search with Gabor features
applied to Eye Detection, by F. Smeraldi,
A. Makarov and J. Bigün, technical report 98/256, Swiss Federal
Institute of Technology, Computer Science Department, CH-1015 Lausanne,
January 1998
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Published in electronic format only:
- A Generalization of Deutsch's Example, by G. Costantini and F. Smeraldi,
http://xxx.lanl.gov, quant-ph/9702020, 1997
Abstract
and PostScript
Edited volumes:
- Special
Issue of Pattern Recognition Letters on Multi-Modal Biometrics,
F. Smeraldi and J. Bigun guest editors, Vol. 24, No. 13, September 2003
- Audio- and Video-
Based Biometric Person Authentication, Third International Conference,
AVBPA 2001, Halmstad,
Sweden, June 2001: Proceedings, J. Bigun and F. Smeraldi editors, ISBN
3-540-42216-1, LNCS 2091, Springer, 2001
Ph.D. Thesis:
- Attention-driven Pattern Recognition, by F. Smeraldi, thesis no. 2153, Swiss Federal
Institute of Technology - Lausanne, Switzerland, 2000
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M.Sc. Thesis:
- Computazione e Crittografia Quantistiche
(Quantum Computation and Cryptography), by
F. Smeraldi, tesi di laurea in Fisica, Università degli Studi di
Genova, anno accademico 1995/96 (in Italian)
Short description
and PostScript
| F. Smeraldi, January 14th 2008 |
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