Liste de publications
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Revues internationales
- N. Girard, K. Bertet, M. Visani. Dichotomic Lattices and Local Discretization for Galois Lattices. Advances in Data Analysis and Classication. 29 pages, published online on the 8th of December, DOI=10.1007/s11634-015-0225-7, 2015.
- H.P. Lai, M. Visani, A. Boucher,
J.M. Ogier, Unsupervised and interactive semi-supervised clustering for
large image database indexing and retrieval. Fundamenta
Informaticae, IOS Press, volume 130, pp. 1-18, DOI
10.3233/FI-2014-890, 2014.
- H.P. Lai, M. Visani, A. Boucher,
J.M. Ogier, A new
Interactive Semi-Supervised Clustering model for large image database
indexing, Pattern Recognition Letters (PRL), Special Issue on
Partially Supervised Learning for Pattern Recognition. DOI:
10.1016/j.patrec.2013.06.014, July 2013. 
Preprint
- H.P. Lai, M. Visani, A. Boucher,
J.M. Ogier, An experimental comparison of clustering methods for
content-based indexing of large image databases. Pattern
Analysis and Applications (PAA), volume 15, issue 4, pp. 345-366. DOI:
10.1007/s10044-011-0261-7, November 2012.
Preprint
- M. Visani, O. Ramos-Terrades, A.
Tabbone, A Protocol to Characterize the Descriptive Power and the
Complementarity of Shape Descriptors. International Journal
on Document Analysis and Recognition (IJDAR), volume 14, number 1, pp.
87-100. DOI: 10.1007/s10032-010-0125-5, 2011.
Preprint
- M. Visani, K. Bertet, J-M.
Ogier. Navigala: an Original Symbol Classifier Based on Navigation
through a Galois Lattice. International Journal of Pattern
Recognition and Artificial Intelligence (IJPRAI), volume 25, number 4,
pp. 449-473. DOI: 10.1142/S0218001411008634, 2011. Preprint
- M. Coustaty, K. Bertet, M. Visani, J-M. Ogier. A New Adaptive Structural Signature for Symbol Recognition By Using a Galois Lattice as a Classifier. IEEE Transactions on Systems, Man, and Cybernetics (IEEE Trans on SMC): Part B, volume 41, issue 4, pp. 1136-1148. DOI: 10.1109/TSMCB.2011.2108646, 2011.
Revues nationales
- M. Coustaty, S. Guillas, M.
Visani, K. Bertet,
J-M. Ogier. Reconnaissance de symboles à partir d’une signature
structurelle flexible et d’un classifieur de type treillis de Galois.
Revue de Technique et Science Informatiques (RTSI), volume 29,
number 6, pp. 665-690. DOI:10.3166/TSI.29.665-690 , 2010. Preprint
- K. Bertet, M. Visani, N. Girard.
Treillis dichotomiques et arbres de décision.
Traitement du Signal, volume 26, number 5, pp. 409-418, 2009. Article
Ouvrages (chapitres de
livres, habilitation à diriger des recherches et thèse de doctorat)
- A. Fornés, V.C. Kieu, M. Visani, N. Journet, A. Dutta. The ICDAR/GREC 2013 Music Scores Competition : Staff Removal. Graphics Recognition. New Trends and Challenges, Revised Selected Papers from GREC 2013. Chapitre 16. Volume 8746 de Lecture Notes in Computer Science (LNCS), Springer, 15 pages. DOI: 10.1007/978-3-662-44854-0_16, 2014.
- M. Coustaty, S. Guillas, M.
Visani, K. Bertet,
J-M. Ogier. On the joint use of a Structural Signature and a Galois
Lattice Classifier for Symbol Recognition. In Graphics
Recognition : Recent Advances and New Opportunities, Selected Papers
from GREC 2007. Lecture Notes in Computer Science vol. 5046, pp. 61-70,
2008. Preprint
- Muriel Visani. Contributions à l'analyse d'images par catégorisation pour la description et la reconnaissance. Habilitation à Diriger des Recherches (HDR). University of La Rochelle, France, defended on the 2nd of december 2014, 174 pages.
- PhD Thesis: M. Visani, Vers de nouvelles approches discriminantes pour la
reconnaissance automatique de visages. Institut National des
Sciences Appliquées de Lyon, France, November 25th, 2005. Astract Full text (in
french)
Conférences internationales
- Q.A. Bui, M. Visani, R. Mullot. Unsupervised
word spotting using a graph representation based on invariants.
Proceedings of the International Conference on Document Analysis and
Recognition (ICDAR), IEEE, pages 616-620, August
2015.
- V.P. Le, N. Nayef, M. Visani, J.M. Ogier, C.D. Tran. Text and Non-text Segmentation based on Connected Component-based Features. Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), IEEE, pages 1096-1100, August 2015.
- V.P. Le, N. Nayef, M. Visani, J.M. Ogier,
C.D. Tran. Document
Retrieval Based on Logo Spotting Using Key-Point Matching.
Proceedings of the International Conference on Pattern Recognition
(ICPR), IEEE, pages~3056--3061, August 2014.
- A. Fischer, M. Visani, V.C. Kieu, C.Y. Suen,
Generation of
Learning Samples for Historical Handwriting Recognition
Using Image Degradation. In Proceedings of the Workshop on
Historical Document Imaging and Processing 2013 (HIP 2013),
Washington DC, USA, pp. 73-79, August 2013.
Preprint
- M. Visani, V.C. Kieu, A. Fornés,
N. Journet, The
ICDAR 2013 Music Scores Competition: Staff Removal. In Proceedings of
the International Conference on
Document Analysis and Recognition
(ICDAR 2013), Washington DC, USA, pp. 1439-1443, August 2013. Preprint
- V.C Kieu, M. Visani, N. Journet,
R. Mullot, J-P.
Domenger, An
Efficient Parametrization of Character Degradation Model
for Semi-synthetic Image Generation. In Proceedings of the Workshop on
Historical Document Imaging and Processing 2013 (HIP 2013),
Washington
DC, USA, pp. 29-35, August 2013. Preprint
- S. Prum, M. Visani, A. Fischer,
J.M. Ogier, A
Discriminative Approach to On-Line Handwriting Recognition Using
Bi-Character models. In Proceedings of the International Conference on Document
Analysis and Recognition
(ICDAR 2013), Washington DC, USA,
pp. 364-368, August 2013.
Preprint
- V.C. Kieu, N. Journet, M.
Visani, J.P. Domenger,
R. Mullot, Semi-synthetic Document Image Generation Using Texture
Mapping on Scanned 3D Document Shapes. In Proceedings of the International Conference on
Document Analysis and Recognition
(ICDAR 2013), Washington DC, USA, pp. 489-493, August 2013. Preprint
- V.C Kieu, A. Fornés, M. Visani,
N. Journet, A.
Dutta. The ICDAR/GREC 2013 Music Scores Competition on Staff Removal.
In Proceedings of the Tenth
IAPR International Workshop on Graphics
Recognition (GREC 2013), Lehigh University, Bethlehem, PA, USA, pp.
129-132,
August
2013. Preprint
- Q.A. Bui, M. Visani, R. Mullot,
Invariants
extraction method applied in an omni-language old document navigating
system. In Proceedings of the International
Conference on Document Analysis and Recognition
(ICDAR 2013), Washington DC, USA, pp. 1357-1361, August 2013. Preprint
- V.P. Le, M. Visani, C. D. Tran,
J.M. Ogier,
Improving Logo Spotting and Matching for Document Categorization by a
Post-Filter based on Homography. In Proceedings of the International Conference on Document
Analysis and Recognition
(ICDAR 2013),
Washington DC, USA, pp. 270-274, August 2013. Preprint
- T.T. Nguyen, H.X. Huynh, M. Visani, J.D. Zucker, Identifying the effects of Brown Plant Hopper (BPH) based on rice images. International Conference on Statistics and its Interactions with Other Disciplines (SIOD 2013), Ho Chi Minh City, Viet Nam, June 2013.
- V.P. Le, M. Visani, C. D. Tran,
J.M. Ogier, Logo
Spotting For
Document Categorization. In Proceedings of the International
Conference on Pattern
Recognition (ICPR 2012), Tsukuba, Japan, pp. 3484-3487, November
2012. Preprint
- V.C.
Kieu, M. Visani,
N. Journet, J.P. Domenger, R. Mullot, A
character
degradation model for grayscale ancient document images.
In Proceedings of the International
Conference on Pattern Recognition (ICPR 2012), Tsukuba,
Japan, pp. 685-688, November 2012. Preprint
- M.
Visani, Q.A. Bui,
S. Prum. On-line cursive handwriting characterization
using TF-IDF
scores of graphemes. In Proceedings of the 10th IAPR
International Workshop on
Document Analysis Systems (DAS 2012), short papers proceedings,
Gold
Coast, Australia, March 2012, pp. 20-21, 2012.
Preprint
- H.P. Lai, M. Visani, A. Boucher,
J-M. Ogier. Unsupervised and semi-supervised clustering for large image
database indexing and retrieval. In Proceedings of the IEEE-RIVF
International Conference on Computing and Communication
Technologies (RIVF 2012), pp. 276-281, Ho Chi Minh City, Vietnam,
February 2012. Preprint
- N. Girard, K. Bertet, M. Visani. Local discretization of numerical data for Galois Lattices. In Proceedings of the IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp. 902-903, Boca Raton, Florida, November 2011.
- N. Girard, K. Bertet, M. Visani.
A
local discretization of continuous data for lattices: Technical
aspects. In Proceedings of the 8th
International Conference on Concept Lattices and Their Applications
(CLA), pp. 409-412, Nancy, France, October 2011.
Article
- Q.A. Bui, M. Visani, S. Prum and
J.M. Ogier. Writer
Identification
using TF-IDF for Cursive Handwritten Word Recognition. In
Proceedings of the International Conference on Document Analysis and
Recognition (ICDAR) Beijing, China, pp. 844-848, September 2011. Preprint
- S. Prum, M. Visani, J-M. Ogier. Cursive on-line Handwriting word recognition using a bi-character model for large lexicon applications. In Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition (ICFHR 2010), Kolkata, India, pp. 194-199, November 2010.
- S. Prum, M. Visani, J-M. Ogier. On-line Handwriting word recognition using a bi-character
model. In Proceedings of the 20th International Conference
on Pattern Recognition (ICPR 2010), Istanbul, Turkey, pp. 2700-2703 ,
August 2010. Preprint
- S. Guillas, K. Bertet, M.
Visani, J-M. Ogier, N.
Girard. Some links between decision tree and dichotomic lattice.
In Proceedings of the 6th International Conference on Concept Lattices
and Their Applications (CLA2008), Pragues, Tcheck Republic, pp.
193-205, 2008. Preprint
- M. Coustaty, S. Guillas, M.
Visani, K. Bertet,
J-M. Ogier. Flexible structural signature for symbol recognition using
a concept lattice classifier. In Proceedings of the 7th IAPR
International Workshop on Graphics Recognition (GREC’07), Curitiba,
Brasil, September 2007. Preprint
- M. Visani, C. Garcia, J.M.
Jolion. Normalized Radial Basis Function Networks and
Bilinear
Discriminant Analysis for Face Recognition. In Proceedings
of the IEEE International Conference on Advanced Video and Signal based
Surveillance (AVSS 2005). IEEE Computer Society, pp. 342-347, Como,
Italy, September 2005. Preprint
- M. Visani, C. Garcia, J.M.
Jolion. Face Recognition using Modular Bilinear Discriminant
Analysis. In Proceedings of the International Conference on
Visual Information Systems (VIS 2005). Springer LNCS 3736, S. Bres, R.
Laurini (eds), pp. 24-34, Amsterdam, Netherlands, July 2005.
Article
- M. Visani, C. Garcia, J.M.
Jolion. Bilinear Discriminant Analysis for Face Recognition.
In Proceedings of the International Conference on Advances in Pattern
Recognition (ICAPR 2005). Springer LNCS 3687, S. Singh, M. Singh, C.
Apte, P. Perner (eds), volume 2, pp. 247-256, Bath, UK, August 2005.
Preprint
- M. Visani, C. Garcia, J.M.
Jolion. Two-Dimensional-Oriented Linear Discriminant Analysis for
Face Recognition. In Proceedings of the International
Conference on Computer Vision and Graphics (ICCVG 04). Series
Computational Imaging and Vision, pp. 1008-1017, Warsaw, Poland,
September 2004. Preprint
- M. Visani, C. Garcia, C.
Laurent. Comparing Robustness of Two-Dimensional PCA and Eigenfaces
for Face Recognition. In Proceedings of the International
Conference on Image Analysis and Recognition (ICIAR 04). Springer LNCS
3212, A. Campilho, M. Kamel (eds), volume 2, pp. 717-724, Porto,
Portugal, October 2004. Article
- C. Laurent, N. Laurent, M.
Visani. Color Image Retrieval Based on Wavelet
Salient Features
Detection. In Proceedings of the International Workshop on
Content-Based Multimedia Indexing (CBMI 03), pp. 327-334, Rennes,
France, September 2003. Preprint
Conférences nationales
- M. Vu, H.P. Lai, M. Visani. Vers une approche
utilisant l'apprentissage de métrique pour du clustering semi-supervisé
interactif d'images.
Actes de la Conférence Internationale Francophone sur l'Écrit et le
Document (CIFED), Actes de la Semaine du Document Numérique et de la
Recherche d'Information (SDNRI - CIFED/CORIA), Hermès, 16 pages, Mars
2016.
- V.P. Le, N. Nayef, M. Visani,
J-M. Ogier, C.D. Tran. Time-efficient
Logo Spotting using Text/Non-text Separation as Preprocessing and
Approximate Nearest Neighbor Search.
Actes de la Conférence Internationale Francophone sur l'Écrit et le
Document (CIFED), Actes de la Semaine du Document Numérique et de la
Recherche d'Information (SDNRI - CIFED/CORIA), Hermès, 16 pages, Mars
2016.
- V.C. Kieu, M. Mehri, V. Rabeux, N. Journet and M. Visani, Génération d’images semi-synthétiques de documents anciens à des fins d’évaluation de performances et d’apprentissage. Actes de la Conférence Internationale Francophone sur l'Écrit et le Document (CIFED), Actes de la Semaine du Document Numérique et de la Recherche d'Information (SDNRI - CIFED/CORIA), Hermès, 16 pages, 2014.
- V.C. Kieu, N. Journet, M.
VISANI, J.P. Domenger,
R. Mullot, Génération d’images semi-synthétiques de documents anciens.
In Actes de CIFED-CORIA 2012, Bordeaux, France, Vol(2), pp. 415-421,
2012. Preprint
- Q.A.
Bui, M. Visani, R. Mullot, Système
générique et omni-langage de navigation dans des bases de documents
anciens basé sur de la recherche de mots par composition interactive de
requêtes. In Actes de CIFED-CORIA 2012, Bordeaux, France,
Vol(1), pp. 413-418, 2012. Preprint
- N.
Girard, K. Bertet,
M. Visani. Vers une discrétisation locale pour les treillis
dichotomiques. In Actes des XVIèmes Rencontres de la Société
Francophone de Classification - XVIèmes Rencontres de la Société
Francophone de Classification, pp. 113-116, Grenoble, France, September
2009. Preprint
- K. Bertet, S. Guillas, M.
Visani, J-M. Ogier. A propos des liens entre arbre de décision et treillis
dichotomique. In Actes du Colloque International Francophone
sur l’Ecrit et le Document (CIFED 2008), Rouen, France, October 2008.
Preprint
- M. Visani, C. Garcia, J.M.
Jolion. Une
Nouvelle Méthode
de Représentation des Visages pour leur Reconnaissance : l'Analyse
Discriminante Bilinéaire. In Actes de la Conférence
COmpression et REprésentation des Signaux Audiovisuels (CORESA 2005),
pp. 103-108, Rennes, France, November 2005. Preprint
- M. Visani, C. Garcia, C. Laurent. Method for Recognising Faces by means of a two-dimensional Linear Discriminant Analysis. Publication Number : WO/2006/003270. International Application No. : PCT/FR2004/001395. Publication Date : 12.01.2006.