Fabien Cardinaux

Publications

Phd Thesis:



• Face Authentication based on Local Features and Generative Models, Fabien Cardinaux. Ecole Polytechnique Federale de Lausanne (EPFL), Dec 2005.
  Pdf Abstract
  
  

Journal Papers:



• Video Based Technology for Ambient Assisted Living: A review of the literature. F. Cardinaux, D. Bhowmik, C. Abhayaratne and M. S. Hawley. Journal of Ambient Intelligence and Smart Environments (JAISE). 3(3):253-269. BibTex Pdf


• A systematic review of lifestyle monitoring technologies. S. Brownsell, D. Bradley, S. Blackburn, F. Cardinaux and M.S. Hawley. Journal of Telemedicine and Telecare. 2011;17(4):185-9. Abstract BibTex


• A review of behavioural monitoring methods and recommendations for future development. Brownsell S., Bradley D., Blackburn S., Cardinaux F., Hawley M.S. Gerontechnology 2010; 9(2):201; doi:10.4017/gt.2010.09.02.266.00


• Towards optimising remote home support for Long Term Conditions. Brownsell S, Aldred H, Blackburn S, Cardinaux F, Bradley D and Hawley MS Telemedicine and e-health, 2008. 14 (S1):101


• User Authentication via Adapted Statistical Models of Face Images. Fabien Cardinaux and Conrad Sanderson and Samy Bengio IEEE Transactions on Signal Processing, Volume 54, Issue 1, Jan. 2006 Page(s):361 - 373 PostScript Pdf Abstract BibTeX


• Measuring the Performance of Face Localization Systems. Y. Rodriguez, F. Cardinaux, S. Bengio and J. Mariéthoz. In Image and Vision Computing. Vol 24, Issue 8, Aug 2006, Pages 882-893. PostScript Pdf Abstract BibTeX




Conference Proceeding Papers:



• Modelling of behavioural patterns for abnormality detection in the context of lifestyle reassurance. F.Cardinaux, S.Brownsell, M. Hawley, D. Bradley. Progress in Pattern Recognition, Image Analysis and Applications, Springer Berlin, 2008, pp.243-251. Pdf
  


• Challenges in developing a voice input voice output communication aid for people with severe dysarthria. M. Hawley, S. Cunningham, F. Cardinaux, A. Coy, P. O'Neill, S. Seghal and P. Enderby. In Proc. AAATE 2007, San Sebastian, Spain, October 2007.
  WINNER OF BEST PAPER AWARD
  


• Bi-modal face and speech authentication: a biologin demonstration system. S. Marcel, J. Mariéthoz, Y. Rodriguez, and F. Cardinaux. In Workshop on Multimodal User Authentication (MMUA), 2006. PostScript Pdf Abstract


• Audio-visual processing in meetings: Seven questions and current ami answers. l-Hames, T. Hain, J. Cernocky, S. Schreiber, M. Poel, R. Muller, S. Marcel, D. van Leeuwen, J. Odobez, S. Ba, H. Bourlard, F. Cardinaux, D. Gatica-Perez, A. Janin, P. Motlicek, S. Reiter, S. Renals, J. van Rest, R. Rienks, G. Rigoll, K. Smith, A. Thean, and P. Zemcik. In Proceedings of the Workshop on Multimodal Interaction and Related Machine Learning Algorithms (MLMI), 2006. Pdf


• Adapted Generative Models For Face Verification, Fabien Cardinaux, Conrad Sanderson, and Samy Bengio. In IEEE International Conference on Automatic Face and Gesture Recognition, FG2004. PostScript Pdf Abstract BibTeX


• Estimating the Quality of Face Localization for Face Verification, Y. Rodriguez, F. Cardinaux, S. Bengio and J. Mariéthoz. In IEEE International Conference on Image Processing, ICIP 2004. PostScript Pdf Abstract BibTeX


• On Performance / Robustness / Complexity Trade-Offs in Face Verification, Conrad Sanderson, Fabien Cardinaux, and Samy Bengio. In IEEE Third International Conference on Information Technology and Applications, ICITA05 , 2005. PostScript Pdf Abstract BibTeX


• Face authentication competition on the BANCA database. K. Messer, J. Kittler, M. Sadeghi, M. Hamouz, A. Kostyn, S. Marcel, S. Bengio, F. Cardinaux, C. Sanderson, N. Poh, Y. Rodriguez, K. Kryszczuk, J. Czyz, L. Vandendorpe, J. Ng, H. Cheung, and B. Tang. In International Conference on Biometric Authentication, ICBA, 2004. PostScript Pdf djvu Abstract BibTeX


• Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS, Fabien Cardinaux, Conrad Sanderson, and Sébastien Marcel. In 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA. Guildford, UK, 2003. PostScript Abstract BibTeX


• Speech & Face Based Biometric Authentication at IDIAP , C. Sanderson, S.Bengio, H. Bourlard, J. Mariethoz, R. Collobert, M. F. BenZeghiba, F. Cardinaux, and S. Marcel. In IEEE International Conference on Multimedia and Expo, ICME, 2003. PostScript Abstract BibTeX


• Face Verification Competition on XM2VTS Database, Messer K., Kittler J., Sadeghi M., Marcel S., Marcel C., Bengio S., Cardinaux F., Sanderson C., Czyz J., Vandendorpe L., Srisuk S., Petrou M., Kurutach W., Kadyrov A., Paredes R., Kepenekci B., Tek F.B., Akar G.B., Deravi F., Mavity N.. In 4th International Conference on Audio- and Video-Based Biometric Person Authentication, AVBPA. Guildford, UK, 2003. PostScript Abstract BibTeX


• Face Verification Using MLP and SVM, Fabien Cardinaux and Sebastien Marcel. In The Advent of Biometrics on the Internet Workshop, Rome, 2002. PostScript Abstract BibTeX




Research Reports:



• Local Features and 1D-HMMs for Fast and Robust Face Authentication, Fabien Cardinaux. IDIAP-RR 05-17. PostScript Pdf Abstract BibTeX


• Efficient Diffusion-based Illumination Normalization for Face Verification, Guillaume Heusch, Fabien Cardinaux and Sébastien Marcel. IDIAP-RR 05-45. PostScript Pdf Abstract BibTeX


• Lighting Normalization Algorithms for Face Verification, Guillaume Heusch, Fabien Cardinaux and Sébastien Marcel. IDIAP-Com 05-03. PostScript Pdf Abstract BibTeX

Other Communications:

• Estimating the Quality of Face Localization for Face Verification, Y. Rodriguez, F. Cardinaux, S. Bengio and J. Mariéthoz.
        Poster Presentation at MLMI'04.
        poster (PostScript)
• PhD Thesis Proposal: PostScript
• Automatic Face Recognition in Weakly Constrained Environments. Presentation EPFL (21/05/2003) PostScript Pdf
• Les forts en thème, Radio Suisse Romande Espace2, Emission du 16.02.2003: Le Visage, miroir de l'âme?