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* L. Boubchir, B. Durning and E. Petit, "[http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=731201 EM algorithm-based hyperparameters estimator for Bayesian image denoising using BKF prior]", SPIE Electronic Imaging-Image Processing: Algorithms and Systems IX, Vol. 7870, pp. 78700W-10, Jan. 23-27, San Francisco, USA, 2011. | * L. Boubchir, B. Durning and E. Petit, "[http://proceedings.spiedigitallibrary.org/proceeding.aspx?articleid=731201 EM algorithm-based hyperparameters estimator for Bayesian image denoising using BKF prior]", SPIE Electronic Imaging-Image Processing: Algorithms and Systems IX, Vol. 7870, pp. 78700W-10, Jan. 23-27, San Francisco, USA, 2011. | ||
* L. Boubchir, A. Nait-Ali and E. Petit, "[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5652329&contentType=Conference+Publications&queryText%3Dboubchir Multivariate statistical modeling of images in Sparse representation transforms domain using BKF prior]", The IEEE International Conference on Image Processing (ICIP'2010), pp. 1877-1880, Sept. 26-29, Hong Kong, 2010. | * L. Boubchir, A. Nait-Ali and E. Petit, "[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5652329&contentType=Conference+Publications&queryText%3Dboubchir Multivariate statistical modeling of images in Sparse representation transforms domain using BKF prior]", The IEEE International Conference on Image Processing (ICIP'2010), pp. 1877-1880, Sept. 26-29, Hong Kong, 2010. | ||
| + | * S. Amira-Biad, T. Bouden and L. Boubchir, "Study of a quantisation index modulation based informed watermarking scheme", In Proceedings of the 5th International Conference on Signal-Image Technology & Internet-Based Systems (IEEE ACM SITIS'2009), Nov. 29-Dec. 4, Marrakech, Morocco, 2009. | ||
| + | * L. Boubchir, "Modeling inter- and intra-scale image in oriented and non-oriented sparse representation transforms", In Proceedings of the International Conference on Image and Signal Processing and their Applications (ISPA'2009), Oct. 19-21, Mostaganem, Algeria, 2009. | ||
| + | * L. Boubchir, A. Otmani and N. Zerida, "[http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=4604101&contentType=Conference+Publications&queryText%3DThe+2nd+BOWS+contest%3A+wavelet-based+Bayesian+denoising+attack+on+image+watermarking The 2nd BOWS contest: wavelet-based Bayesian denoising attack on image watermarking]", International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP'2008), pp. 473-479, Aug. 15-17, Harbin, China, 2008. | ||
=== Communications nationales avec actes === | === Communications nationales avec actes === | ||
=== Conférence internationale avec comité de lecture, sans actes === | === Conférence internationale avec comité de lecture, sans actes === | ||
Version du 23 janvier 2013 à 18:36
Chercheur post-doctorant
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Activités de recherche
| Clustering des faisceaux de fibres nerveuses de la matière blanche du cerveau humain Mes travaux de recherche actuels portent sur le clustering des fibres de matière blanche du cerveau chez le fœtus, et entre dans le cadre du projet ERC FBrain dont le but principal est d'étudier la maturation cérébrale du cerveau chez le fœtus, et de fournir des outils visuels aux neurochirurgiens et aux neurophysiciens. |
Activités d'enseignement
| Université de Strasbourg (2012-2013) | |
| UFR Mathématique-Informatique | |
| Licence 3 Informatique: Bases de données 2 (TD) |
Publications
Articles dans des revues internationales à comité de lecture
- L. Boubchir and B. Boashash, "Wavelet denoising based on the MAP estimation using the BKF prior with application to images and EEG signals", IEEE Transactions on Signal Processing, 2012 (in press).
- B. Boashash, L. Boubchir, and G. Azemi, "A methodology for time-frequency image processing applied to the classification of non-stationary multichannel signals using instantaneous frequency descriptors with application to newborn EEG signals", EURASIP Journal on Advances in Signal Processing (Special Issue: Advances in Time Frequency and Array Processing of Non-stationary Signals), 2012:117, doi:10.1186/1687-6180-2012-117, published: 29 May 2012.
- L. Boubchir and J. Fadili, "Reply to comments of A. Achim, E. Kuruoglu, A. Bezerianos and P. Tsakalides on 'A closed-form nonparametric Bayesian estimator in the wavelet-domain of images using an approximate alpha-stable prior", Pattern Recognition Letters (Elsevier), Vol. 28, No. 13, pp. 1848-1851, 2007.
- L. Lancieri and L. Boubchir, "Using Multiple Uncertain Examples and Adaptative Fuzzy Reasoning to Optimize Image Characterization", Knowledge-Based Systems (Elsevier), Vol. 20, No. 3, pp. 266-276, 2007.
- L. Boubchir and J. Fadili, "A closed-form nonparametric Bayesian estimator in the wavelet-domain of images using an approximate alpha-stable Prior", Pattern Recognition Letters (Elsevier), Vol. 27(12), pp. 1370-1382, 2006.
- J. Fadili and L. Boubchir, "Analytical form for a Bayesian wavelet estimator of images using the Bessel K Form densities", IEEE Transactions on Image Processing, Vol. 14, No. 2, pp. 231-240, 2005.
Communications internationales avec actes
- B. Boashash, L. Boubchir, "On the selection of time-frequency features for improving the detection and classification of newborn EEG seizure signals and other abnormalities", Neural Information Processing: ICONIP'2012, Part IV, Lecture Notes in Computer Science Volume 7666, pp. 634-643, 2012.
- L. Boubchir, T. Brahimi, R. Fournier and A. Nait-Ali, "A novel multimodal compression scheme based on a spiral insertion function in the wavelet domain", The 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA'2012), pp. 137-142, July 3-5, Montreal, Canada, 2012.
- B. Boashash, L. Boubchir and G. Azemi, "Improving the classification of newborn EEG time-frequency representations using a combined time-frequency signal and image approach", The 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA'2012), pp. 316-321, July 3-5, Montreal, Canada, 2012.
- Y. R. Bahnasy, N. A. Saad, L. Boubchir and B. Boashash, "Calibration of time features and frequency features in the time-frequency domain for improved detection and classification of seizures in newborn EEG signal", The 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA'2012), pp. 1483-1484, July 3-5, Montreal, Canada, 2012.
- B. Boashash, L. Boubchir and G. Azemi, "Time-frequency signal and image processing of non-stationary signals with application to the classification of newborn EEG abnormalities", The 11th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT'2011), pp. 120-129, Dec. 14-17, Bilbao, Spain, 2011.
- L. Boubchir, B. Durning and E. Petit, "EM algorithm-based hyperparameters estimator for Bayesian image denoising using BKF prior", SPIE Electronic Imaging-Image Processing: Algorithms and Systems IX, Vol. 7870, pp. 78700W-10, Jan. 23-27, San Francisco, USA, 2011.
- L. Boubchir, A. Nait-Ali and E. Petit, "Multivariate statistical modeling of images in Sparse representation transforms domain using BKF prior", The IEEE International Conference on Image Processing (ICIP'2010), pp. 1877-1880, Sept. 26-29, Hong Kong, 2010.
- S. Amira-Biad, T. Bouden and L. Boubchir, "Study of a quantisation index modulation based informed watermarking scheme", In Proceedings of the 5th International Conference on Signal-Image Technology & Internet-Based Systems (IEEE ACM SITIS'2009), Nov. 29-Dec. 4, Marrakech, Morocco, 2009.
- L. Boubchir, "Modeling inter- and intra-scale image in oriented and non-oriented sparse representation transforms", In Proceedings of the International Conference on Image and Signal Processing and their Applications (ISPA'2009), Oct. 19-21, Mostaganem, Algeria, 2009.
- L. Boubchir, A. Otmani and N. Zerida, "The 2nd BOWS contest: wavelet-based Bayesian denoising attack on image watermarking", International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIHMSP'2008), pp. 473-479, Aug. 15-17, Harbin, China, 2008.