Sonia GARCIA-SALICETTI Associate Professor |
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Institut
National des Télécommunications |
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Email |
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Phone |
(+33) 1.60.76.46.73 |
Fax |
(+33) 1.60.76.42.84 |
Room |
C 308 |
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Activities and Curriculum Vitæ |
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Sonia Garcia-Salicetti received
a Bachelor of Science (B.S.) Degree
in Mathematics from Universidad Central de Venezuela (Caracas, Venezuela) in Her research interests are focused on Signal
and Image processing, Pattern Recognition and Biometric authentication
(On-line Signature, Iris, Multialgorithmic and
Multimodal Fusion, particularly in mobility conditions). She has been the
leader of French national projects on Biometric authentication, and is
actively involved in European projects dealing with Biometrics e.g., IST-2002
506883 SecurePhone (« Secure Contracts signed by Mobile Phone » on multimodal
biometric verification via a PDA/Smartphone by on-line signature, voice and
face ( http://www.coli.uni-saarland.de/projects/SecurePhone/
and http://www.secure-phone.info/))
and BioSecure Network of Excellence (
http://www.biosecure.info/ ). Her teaching activities include
the creation and coordination of a Master of Science program entitled
“Automatic Data Processing” (http://www.telecomint.eu/en/msc/index_ADP.php)
at Télécom INT.
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Publications |
Journal articles
B.
Ly Van, S. Garcia-Salicetti, B. Dorizzi,
« On using the Viterbi Path along with HMM
Likelihood Information for On-line Signature Verification », IEEE Transactions on Systems, Man and Cybernetics,
Part B, Special Issue on Recent Advances in Biometric Systems, Vol. 37, N° 5, pp. 1237-1247, October 2007.
S.
Garcia-Salicetti, J. Fierrez-Aguilar,
F. Alonso-Fernandez, C. Vielhauer, R. Guest, L. Allano, T. Doan Trung, T. Scheidat, B. Ly Van, J. Dittmann,
B. Dorizzi, J. Ortega-Garcia, J. Gonzalez-Rodriguez,
M. Bacile di Castiglione, M.Fairhurst, « Biosecure
Reference Systems for On-line Signature Verification: a study of complementarity »,
Annals of Telecommunications, Special
Issue on Multimodal Biometrics, pp. 36-61, January-February 2007.
Y.
Ni, E. Krichen, W. Hizem,
S. Garcia-Salicetti, B. Dorizzi, « Active
Differential CMOS Imaging Device for Human Face Recognition », IEEE Signal Processing Letters, Vol. 13,
N°4, pp. 220-223, 2006.
S. Garcia-Salicetti, B. Dorizzi, P. Gallinari, Zs. Wimmer, « Maximum
Mutual Information Training for On-Line Handwritten Word Recognition », International Journal on Document
Analysis and Recognition (IJDAR), Vol. 4, N°1, pp. 56-68, 2001.
International conferences
and workshops communications
E. Krichen, M. Chenafa,
S. Garcia-Salicetti, B. Dorizzi, “Color-based Iris Verification”,
Proc. of International Conference on Biometrics (ICB'07),
pp. 997-1005, August 27-29th 2007,
Seoul, Korea.
B. Dorizzi, S.
Garcia-Salicetti, L. Allano,
“Multimodality in Biosecure:
evaluation on Real vs. Virtual Subjects”, Proc. International Conference
on Acoustics, Speech and Signal Processing (ICASSP’06, Special Session on
Multimodal Biometrics), May 2006,
L. Allano, S.
Garcia-Salicetti, B. Dorizzi,
“On the validity of virtual subjects for
multibiometric systems evaluation”, Proc. 6th
International Conference on Recent Advances in Soft Computing (RASC), July
2006,
W. Hizem, E. Krichen, Y. Ni, B. Dorizzi, S.
Garcia-Salicetti , “Specific Sensors for face recognition”, Proc. of International
Conference on Biometrics (ICB'06), pp. 47-54, January 5-7th 2006, Hong Kong, China.
R. Ricci, G. Chollet,
M.V. Crispino, S. Jassim,
J. Koreman, M. Olivar-Dimas,
S. Garcia-Salicetti, P. Soria-Rodriguez,
“SecurePhone:
a mobile phone with biometric authentication and e-signature support for
dealing secure transactions on the fly”, Proc. SPIE Symposium on Mobile Multimedia/Image Processing for Military
and Security Applications, pp. 9-16, April 2006, Orlando,
Florida, USA.
L. Allano, A.C. Morris, H. Sellahewa,
S. Garcia-Salicetti, J. Koreman,
S.A. Jassim, B. Ly Van, D. Wu, B. Dorizzi,
“Non intrusive multi-biometrics on a
mobile device: a comparison of fusion techniques”, Proc. SPIE Symposium on Biometric Technology for Human Identification,
April 2006, Orlando, Florida, USA.
J. Koreman, A.C.
Morris, D. Wu, S.A. Jassim, H. Sellahewa,
J. Ehlers, S. Garcia-Salicetti, B. Ly Van, L. Allano, G. Chollet, G. Aversano, H. Bredin, “Multi-modal biometric authentication on
the SecurePhone PDA”, Proc. Multi-Modal User
Authentication Workshop (MMUA), May 2006, Toulouse, France.
A.C. Morris, S.A. Jassim,
H. Sellahewa, L. Allano, J.
Ehlers, D. Wu, J. Koreman,
S. Garcia-Salicetti, B. Ly Van, B. Dorizzi, “Multimodal
person authentication on a smartphone under realistic
conditions”, Proc. SPIE Symposium on Biometric Technology for Human
Identification, April 2006, Orlando, Florida,
USA.
S. Garcia-Salicetti,
M. Anouar Mellakh, L. Allano, B. Dorizzi, “Multimodal Biometric
Score Fusion: The Mean Rule vs. Support Vector Classifiers”, 13th
European Signal Processing Conference (EUSIPCO), September 4-8th 2005,
B. Dorizzi, S.
Garcia-Salicetti, M. Anouar
Mellakh, “Multimodality
in BioSecure : Towards an evaluation protocol on virtual multi-modal
databases”, 13th European Signal Processing Conference (EUSIPCO),
September 4-8th 2005,
S. Garcia-Salicetti,
M. Anouar Mellakh, L. Allano, B. Dorizzi, “A Generic Protocol for Multibiometric
Systems Evaluation On Virtual and Real Subjects”, Audio and Video-Based
Biometric Person Authentication, 5th International Conference (AVBPA'05),
Lecture Notes in Computer Science (LNCS), Vol. 3546, pp. 494-502, July 20-22nd,
Rye Brook, NY, USA, 2005.
E. Krichen, L. Allano, S. Garcia-Salicetti, B. Dorizzi, “Specific
Texture Analysis For Iris Recognition”, Audio and Video-Based Biometric
Person Authentication, 5th International Conference (AVBPA'05), Lecture
Notes in Computer Science (LNCS), Vol. 3546, pp. 23-30, July 20-22nd, Rye
Brook, NY, USA, 2005.
E. Krichen, M.Anouar Mellakh, S. Garcia-Salicetti, B. Dorizzi, “Iris Identification Using Wavelet Packets”,
International Conference on Pattern Recognition (ICPR), Biometric
Authentication, Lecture Notes in Computer Science, Vol. 3072, pp. 335-338, August 2004, Cambridge, England.
E. Krichen, M.Anouar Mellakh, S. Garcia-Salicetti, K. Hamrouni, N. Ellouze, B. Dorizzi, “Iris Identification using Wavelet Packet
for Images in Visible Light Illumination”, First International
Conference on Biometric Authentication (ICBA’2004), Lecture Notes in
Computer Science (LNCS) 3072, pp. 491-497, Hong Kong, China, 2004.
B. Ly Van, S. Garcia-Salicetti,
B. Dorizzi, “Fusion
of HMM’s Likelihood and Viterbi
Path for On-line Signature Verification”, ECCV Biometric Authentication
Workshop (BioAW 2004), Lecture Notes in Computer
Science (LNCS) 3087, pp. 318-331, Prague, Tchek
Republic, May 2004.
S. Garcia-Salicetti,
C. Beumier, G. Chollet, B. Dorizzi, J. Leroux-Les Jardins, J. Lunter, Y. Ni, D. Petrovska-Delacretaz, “BIOMET:
a Multimodal Person Authentication Database Including Face, Voice, Fingerprint,
Hand and Signature Modalities”, Audio and Video-Based Biometric Person
Authentication, 4th International Conference (AVBPA'03), Lecture Notes in
Computer Science (LNCS), Vol. 2688, pp. 845-853, Guildford, England, 2003.
B. Ly Van, R. Blouet,
S. Renouard, S. Garcia-Salicetti,
B. Dorizzi, G. Chollet, “Signature with text-dependent and
text-independent speech for robust identity verification”, Workshop on
Multimodal User Authentication (MMUA), pp. 13-18, Santa Barbara,
California, USA, 2003.
M. Fuentes, S. Garcia-Salicetti,
B. Dorizzi,
“On-line Signature Verification: Fusion of a Hidden Markov Model and a Neural
Network via a Support Vector Machine”, Proc. of International Workshop
on Frontiers of Handwriting Recognition-8, pp. 253-258, Niagara on the
Lake,
J.Y. Toumit, S. Garcia-Salicetti, H. Emptoz,
“Une modélisation des objets
mathématiques pour leur rétroconversion”, Conférence
Internationale Francophone sur l’Ecrit et le Document (CIFED’2000), pp.
319-331, July 3-5th 2000, Lyon, France.
J.Y. Toumit,
S. Garcia-Salicetti, H. Emptoz, “A Hierarchical and Recursive Model of
Mathematical Expressions for Automatic
J.Y. Toumit, S. Garcia-Salicetti, H. Emptoz,
“Caractérisation d'objets mathématiques
et redondance graphique pour la lecture automatique de documents mathématiques”,
Vision Interface '99 (VI'99), pp. 453-460, May 18-21st 1999, Trois
Rivières, Canada.
Zs. Wimmer, S. Garcia-Salicetti, B. Dorizzi,
P. Gallinari, “Reconnaissance
de mots manuscrits par une approche Neuro-Markovienne:
Coopération en-ligne-hors-ligne”, Conférence Internationale Francophone
sur l’Ecrit et le Document (CIFED’98), pp. 354-363, May 1998, Montréal,
Canada.
Zs. Wimmer, S.
Garcia-Salicetti, B. Dorizzi,
P. Gallinari, “An
HMM-Based Neural Predictive System for Off-Line Word Recognition”, IEEE
International Conference on Signal, Circuits and Systems (IEEE-SCS'97),
October 1997,
S. Garcia-Salicetti, B. Dorizzi, P. Gallinari,
Zs. Wimmer, “Adaptive Discrimination in an HMM-based Neural Predictive System for
On-Line Word Recognition”, International Conference on Pattern
Recognition (ICPR'96), pp. 515-519, August 1996,
S. Garcia-Salicetti, B. Dorizzi, P. Gallinari,
Zs. Wimmer, “Discriminative Training of a
Neural Predictive System for On-Line Word Recognition”, invited paper, IEEE
Multiconference in Computational Engineering in
Systems Applications (IEEE-CESA'96), pp. 134-139, July 1996,
S. Garcia-Salicetti,
“A Neural Lexical Post-Processor for
improved Neural Predictive Word Recognition”, International Conference
on Artificial Neural Networks (ICANN'96), pp. 587-592, July 1996,
S. Garcia-Salicetti, P. Gallinari, B. Dorizzi,
Zs. Wimmer, S. Gentric, “From Characters to Words: Dynamical Segmentation and Predictive Neural
Networks”, IEEE International Conference on Acoustics, Speech and Signal
Processing (ICASSP'96), pp. 3442-3445, May 1996,
S. Garcia-Salicetti,
B. Dorizzi, P. Gallinari,
A. Mellouk, D. Fanchon, “A Hidden Markov Model extension of a
Neural Predictive System for On-Line Character Recognition”, International
Conference on Document Analysis and Recognition (ICDAR'95), pp. 50-53,
August 1995, Montreal, Canada.
S. Garcia-Salicetti,
P. Gallinari, B. Dorizzi,
A. Mellouk, D. Fanchon, “A Neural Predictive Approach for On-Line
Cursive Script Recognition”, IEEE International Conference on Acoustics,
Speech and Signal Processing (ICASSP'95), pp. 3463-3466, May1995, Detroit,
USA.
National or Regional Conferences and Workshops
M. Fuentes, D. Mostefa, J. Kharroubi, S. Garcia-Salicetti,
B. Dorizzi, G. Chollet, “Identity Verification by fusion of
biometric data: On-line Signature and Speech”, Proc. of the COST-275
Workshop (The advent of Biometrics on the Internet), November 7-8th
2002,
S. Garcia-Salicetti, D. Barraez,
E. Ramos, Carreño J., “Dynamic Neural Networks for Seismic Tomography”, 5th Iberoamerican Symposium on Pattern Recognition (SIARP'2000),
pp. 49-60, September 11-13th 2000, Lisbon, Portugal.
S. Garcia-Salicetti, B. Dorizzi, P. Gallinari, Zs. Wimmer, “An
HMM-Based Neural Predictive Model for On-Line Word Recognition, Comparison to
Gaussian HMMs”, 10th Portuguese Conference on
Pattern Recognition (RECPAD’98), pp. 381-388, March 1998,
Zs. Wimmer, S. Garcia-Salicetti,
B. Dorizzi, P. Gallinari, “Off-Line Cursive Word Recognition with a
hybrid Neural HMM System”, First Brazilian Symposium on Document Image
Analysis (BSDIA’97), Advances in Document Image Analysis, Lecture Notes in
Computer Science N° 1339, N. Murshed and F. Bartolozzi (Eds.), pp. 249-269, November 2-5th 1997, Curitiba, Brazil.
S. Garcia-Salicetti, P. Gallinari, B. Dorizzi, Zs. Wimmer, G. Toussaint, “A hybrid Neural Predictive Model for
On-Line Handwriting Recognition”, IIIS World Multiconference
on Systemics, Cybernetics and Informatics, Vol.3,
pp. 316-323, July 1997, Caracas, Venezuela.
S. Garcia-Salicetti, B. Dorizzi, P. Gallinari, Zs. Wimmer, S. Gentric, “Segmentation dynamique et Réseaux de Neurones Prédictifs pour
Ph.D. Thesis
S. Garcia-Salicetti, « Une approche neuronale prédictive
pour la reconnaissance en-ligne de l’écriture
cursive » ,
Thèse de Doctorat de
l’Université Pierre et Marie Curie (Paris VI), defended
on December 17th 1996.