Automatic image annotation combining the content and the context of medical images

ISSCS 2007 - International Symposium on Signals, Circuits and Systems, Proceedings

Volumn 1, Issue , 2007, Pages 303-306

  Florea, Filip ^a,b,c   Buzuloiu, Vasile ^b   Rogozan, Alexandrina ^a   Bensrhair, Abdelaziz ^a   Darmoni, Stefan ^a,c  

^a University of Rouen   (France)

^b UNIVERSITY POLITEHNICA OF BUCHAREST   (Romania)

^c ROUEN UNIVERSITY HOSPITAL   (France)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ENHANCEMENT; IMAGE RETRIEVAL; MEDICAL IMAGING;

ANNOTATION METHODS; CONTENT-BASED; MEDICAL ONTOLOGY; PERFORMANCE GAIN; SUPERVISED CLASSIFICATION; TEXTURE FEATURES; VISUAL CONTENT; VISUAL REPRESENTATIONS;

IMAGE ANNOTATION;

EID: 46449125681     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISSCS.2007.4292712     Document Type: Conference Paper

References (17)

1. S. Darmoni, J. Leroy, B. Thirion, F. Baudic, M. Douyére, and J. Piot, "Cismef: a structured health resource guide," Meth Inf Med, vol. 39, no. 1, pp. 30-35, 2000.
2. A. Nèvèol, A. Rogozan, and S. Darmoni, "Automatic indexing of health resources in french with a controlled vocabulary for the cismef catalogue: a preliminary study," Medinfo, 2004.
3. T. Frankewitsch and U. Prokosch, "Navigation in medical internet image databases," Medical Informatics, vol. 26, no. 1, pp. 1-15, 2001.
4. C. Frankel, M. J. Swain, and V. Athitsos, "Webseer: An image search engine for the world wide web," Department of Computer Science, University of Chicago, Tech. Rep. TR-96-14, July 31 1996, mon, 05 Aug 1996 18:09:43 GMT. [Online]. Available: http://www.cs.uchicago.edu/publications/tech-reports/TR-96- 14.ps
5. H. Müller, A. Rosset, J.-P. Vallée, and A. Geissbuhler, "Integrating content-based visual access methods into a medical case database," in Proceedings of the Medical Informatics Europe, St. Malo, France, 2003, pp. 480-485.
6. T. M. Lehmann, M. O. Güld, C. Thies, B. Fischer, M. Keysers, D. Kohnen, H. Schubert, and B. B. Wein, "Content-based image retrieval in medical applications for picture archiving and communication systems," in Medical Imaging, ser. 5033, S. Proceedings, Ed., San Diego, California, 2003, pp. 440-451.
7. M. L. Cascia, S. Sethi, and S. Sclaroff, "Combining textual and visual cues for content-based image retrieval on the world wide web," in IEEE Workshop on content-based Access of Images and Video Libraries, June 1998.
8. T. Westerveld, "Image retrieval: Content versus context," in Recherche d 'Informations Assistée par Ordinateur (RIAO '2000) Computer-Assisted Information Retrieval, vol. 1, Paris, France, 2000, pp. 276-284.
9. J.-H. Lim and J.-P. Chevallet, "A structured learning approach for medical image indexing and retrieval," in CLEF Workhop, Working Notes Medical Image Track, Vienna, Austria, 21-23 September 2005.
10. F. Florea, H. Müller, A. Rogozan, A. Geissbuhler, and S. Darmoni, "Medical image categorization with medic and medgift," in Medical Inforamtics Europe (MIE2006), Maastricht, Netherlands, 27-30 August 2006, pp. 3-11.
11. F. Florea, A. Rogozan, V. Cornea, A. Bensrhair, and S. Darmoni, "Medic/cismef at imageclef 2006: Image annotation and retrieval tasks," in CLEF 2006 Workshop, Alicante, Spain, 20 - 22 September 2006.
12. F. Florea, A. Rogozan, E. Barbu, A. Bensrhair, and S. Darmoni, "Medic at imageclef 2006: Automatic image categorization and annotation using combined visual representations," Lecture Notes in Computer Science (in press), 2006.
13. F. Florea, C. Vertan, A. Rogozan, A. Bensrhair, and S. Darmoni, "Comparison of histogram-based feature sets for medical image modality categorization," in 7-th IEEE International Symposium on Signals, Circuits and Systems (ISSCS 2005), vol. 1, Iasi, Romania, 14-15 July 2005, pp. 47-50.
14. F. Florea, A. Rogozan, A. Bensrhair, and S. Darmoni, "Comparison of feature-selection and classification techniques for medical image modality categorization," in 10th IEEE International Conference on Optimization of Electrical and Electronic Equipment (OPTIM2006), vol. 4, Brasov, Romania, May 18-19 2006, pp. 161-168.
15. F. Florea, E. Barbu, A. Rogozan, A. Bensrhair, and V. Buzuloiu, "Medical image categorization using a texture based symbolic description," in 13th International Conference on Image Processing (ICIP2006), Atlanta, USA, 8-11 October 2006, pp. 1489-1492.
16. C. VanRijsbergen, Information Retrieval. London: Butterworths, 1979, vol. 2nd Edition.
17. M. Silberztein, Dictionnaires électroniques et analyse automatique de textes: le syst ème INTEX. Paris: Masson, 1993.