Mounir KAANICHE

Publications

  
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Journal papers
  1. E. Ghodhbani, M. Kaaniche, A. Benazza-Benyahia, Depth-based color stereo image retrieval using joint multivariate statistical models, Elsevier Signal Processing: Image Communication, vol. 76, pp. 272-282, August 2019.
  2. E. Ghodhbani, M. Kaaniche, A. Benazza-Benyahia, Close approximation of Kullback-Leibler Divergence for sparse source retrieval, IEEE Signal Processing Letters, vol. 26, no. 5, May 2019.
  3. C. Wang, F. Alaya Cheikh, M. Kaaniche, A. Beghdadi and O. J. Elle, Variational based smoke removal in laparoscopic image, BioMedical Engineering OnLine, vol. 19, no. 1, December 2018.
  4. I. Bezzine, M. Kaaniche, S. Boudjit and A. Beghdadi, Sparse optimization of non separable vector lifting for stereo image coding, Journal of Visual Communication and Image Representation (Elsevier): special issue on Emerging 3D and immersive data processing and evalutation technologies, Vol. 57, pp. 283-293, November 2018.
  5. B. Sdiri, M. Kaaniche, F. Alaya Cheikh, A. Beghdadi and O. J. Elle, Efficient enhancement of stereo endoscopic images based on joint wavelet decomposition and binocular combination, IEEE Transactions on Medical Imaging, Vol. 38, no. 1, July 2018.
  6. W. Hachicha, M. Kaaniche, A. Beghdadi and F. Alaya Cheikh, No-reference stereo image quality assessment based on joint wavelet decomposition and statistical models, Elsevier Signal Processing: Image Communication, vol. 54, pp. 107-117, May 2017.
  7. A. Chaker, M. Kaaniche, A. benazza-Benyahia and M. Antonini, Efficient transform-based texture image retrieval techniques under quantization effects, Multimedia Tools and Applications, pp.1-25, December 2016.
  8. W. Hachicha, M. Kaaniche, A. Beghdadi and F. Alaya Cheikh, Efficient inter-view bit allocation methods for stereo image coding, IEEE Transactions on Multimedia, vol. 17, no. 7, pp. 765-777, March 2015.
  9. A. Chaker, M. Kaaniche and A. benazza-Benyahia, Disparity based stereo image retrieval through univariate and bivariate models, Elsevier Signal Processing: Image Communication, vol. 31, pp. 174-184, February 2015.
  10. Y. Xing, M. Kaaniche, B. Pesquet-Popescu and F. Dufaux, Adaptive non separable vector lifting scheme for digital holographic data compression, Applied Optics, vol. 55, no. 1, pp. A98-A109, January 2015.
  11. Y. Xing, M. Kaaniche, B. Pesquet-Popescu and F. Dufaux, Vector lifting scheme for phase-shifting holographic data compression, Optical Engineering: Special issue on Practical Holography: New Procedures, Materials and Applications, vol. 53, no. 11, April 2014.
  12. M. Kaaniche, A. Fraysse, B. Pesquet-Popescu and J.-C Pesquet, A bit allocation method for sparse source coding, IEEE Transactions on Image Processing, vol. 23, no. 1, pp. 137-152, January 2014.
  13. M. Kaaniche, B. Pesquet-Popescu, A. Benazza-Benyahia and J.-C Pesquet, Adaptive lifting scheme with sparse criteria for image coding, EURASIP Journal on Advances in Signal Processing: Special issue on New Image and Video Representations Based on Sparsity, vol. 2012, no. 1, pp. 1-22, January 2012.
  14. M. Kaaniche, A. Benazza-Benyahia, B. Pesquet-Popescu and J.-C Pesquet, Non separable lifting scheme with adaptive update step for still and stereo image coding, Elsevier Signal Processing: Special issue on Advances in Multirate Filter Bank Structures and Multiscale Representations, vol. 91, no.12, pp. 2767-2782, January 2011.
  15. M. Kaaniche, A. Benazza-Benyahia, B. Pesquet-Popescu and J.-C Pesquet, Vector Lifting Schemes for Stereo Image Coding, IEEE Transactions on Image Processing, vol. 18, no. 11, pp. 2463-2475, November 2009.

Books

  1. Y. Xing, M. Kaaniche, B. Pesquet- Popescu and F. Dufaux, Digital Holographic data representation and compression, Academic Press, October 2015.

Book chapters

  1. M. Kaaniche, R. Gaetano, M. Cagnazzo and B. Pesquet- Popescu, Disparity estimation techniques, in Emerging technologies for 3D video: content creation, coding, transmission and rendering, Wiley Eds, January 2013.
  2. M. Kaaniche, A. Benazza-Benyahia, B. Pesquet- Popescu and J.-C Pesquet, Schémas de lifting, in Ondelettes et multirésolution : théorie et applications, Ed. Hermes, France, 2012.

Conference papers

  1. E. Ghodhbani, M. Kaaniche, and A. Benazza-Benyahia, An efficient 3D ResNet architecture for stereo image retrieval, International Conference on Computer Vision Theory and Applications (VISAPP), 6 pages, Vienna, Austria, February 2021.
  2. T. Dardouri, M. Kaaniche, A. Benazza-Benyahia and J.-C. Pesquet, Optimized lifting scheme based on a dynamical fully connected network for image coding, IEEE International Conference on Image Processing (ICIP), 5 pages, Abu Dhabi, United Arab Emirates, October 2020.
  3. Z. A. Khan, A. Beghdadi, M. Kaaniche, and F. A. Cheikh, Residual Networks based distortion classification and ranking for laparoscopic image quality assessment, IEEE International Conference on Image Processing (ICIP), 5 pages, Abu Dhabi, United Arab Emirates, October 2020.
  4. Z. A. Khan, A. Beghdadi, F. A. Cheikh, M. Kaaniche, and A. Qureshi, A Multi-criteria contrast enhancement evaluation measure using wavelet decomposition, IEEE Workshop on Multimedia Signal Processing (MMSP), 6 pages, Finland, September 2020.
  5. T.-S. Nguyen, L. H. Ngo, M. Luong, M. Kaaniche, and A. Beghdadi, Convolution Autoencoder-based sparse representation wavelet for image classification, IEEE Workshop on Multimedia Signal Processing (MMSP), 6 pages, Finland, September 2020.
  6. E. Ghodhbani, M. Kaaniche, and A. Benazza-Benyahia, Color stereo image retrieval using a residual CNN-based approach, Mediterranean and middle-east Geoscience and Remote Sensing Symposium (IEEE GRSS), Tunis, Tunisia, March 2020.
  7. Z. A. Khan, A. Beghdadi, F. A. Cheikh, M. Kaaniche, E. Pelanis, R. Palomar, and O. J. Elle, Towards a video quality assessment based framework for enhancement of laparoscopic videos, SPIE Medical Imaging, 8 pages, Houston, Texas United States, February 2020.
  8. Z. A. Khan, M. Kaaniche, A. Beghdadi and F. Alaya Cheikh, Joint statistical models for no reference stereoscopic image quality assessment, European Workshop on Visual Information Processing, 6 pages, Finland, Nov. 2018.
  9. C. Wang, F. Alaya Cheikh, M. Kaaniche and O. J. Elle, Liver surface reconstruction for image guided surgery, SPIE Medical Imaging, 8 pages, Houston, Texas United States, February 2018.
  10. B. Sdiri, M. Kaaniche, F. Alaya Cheikh, O. J. Elle and A. Beghdadi, Joint enhancement of stereo endoscopic images based on vector lifting schemes, 29 th Conference of the international Society for Medical Innovation and Technology, SMIT, Torino, Italy, November 2017.
  11. A. Chaker, M. Kaaniche, A. Benazza-Benyahia and M. Antonini, An efficient image retrieval method under dithered-based quantization scheme, European Signal and Image Processing Conference, EUSIPCO, 5 pages, Budapest, Hungary, September 2016.
  12. A. Chaker, M. Kaaniche and A. Benazza-Benyahia, Efficient retrieval strategies for quantized stereo images, International Symposium on Signal, Image, Video and Communication, ISIVC, 6 pages, Hammamet, Tunisia, November 2016.
  13. Y. Xing, M. Kaaniche, B. Pesquet-Popescu and F. Dufaux, Sparse based adaptive non separable vector lifting scheme for holograms compression, International Conference on 3D Imaging, IC3D, pp. 1-8, Liège, Belgium, December 2015.
  14. G. Dauphin, M. Kaaniche and A. Mokraoui, Block dependent dictionary disparity compensation for stereo image codingl, In IEEE International Conference on Image Processing, ICIP, pp. 4868-4872, Québec, Canada, September 2015.
  15. M. Kaaniche, B. Matei and S. Meignen, Optimized lifting schemes based on ENO stencils for image approximationl, In IEEE International Conference on Image Processing, ICIP, pp. 4308-4312, Québec, Canada, September 2015.
  16. A. Chaker, M. Kaaniche, A. Benazza-Benyahia and M. Antonini, An efficient statistical-based retrieval approach for JPEG2000 compressed images, European Signal and Image Processing Conference, EUSIPCO, pp. 1830-1834, Nice, France, September 2015.
  17. A. Chaker, M. Kaaniche and A. Benazza-Benyahia, Multivariate statistical modeling for stereo image retrieval, European Workshop on Visual Information Processing, EUVIP, 6 pages, France, December 2014.
  18. W. Hachicha, M. Kaaniche, A. Beghdadi and F. A. Cheikh, Optimized residual image for stereo image coding, European Workshop on Visual Information Processing, EUVIP, 6 pages, France, December 2014 (Best Paper Award).
  19. A. Chaker, M. Kaaniche and A. Benazza-Benyahia, Exploiting disparity information for stereo image retrieval, In IEEE International Conference on Image Processing, ICIP, pp. 2993-2997, Paris, France, November 2014.
  20. W. Hachicha, M. Kaaniche, A. Beghdadi and F. Alaya Cheikh, Rate distortion optimal bit allocation for stereo image coding, In IEEE International Conference on Image Processing, ICIP, pp. 5661-5666, Paris, France, November 2014.
  21. O. Dhifallah, M. Kaaniche and A. Benazza-Benyahia, Efficient joint multiscale decomposition for color stereo image coding, In the European Signal and Image Processing Conference, EUSIPCO, 5 pages, Lisbon, Portugal, September 2014.
  22. M. Kaaniche, A. Fraysse, B. Pesquet-Popescu and J.-C. Pesquet, Accurate rate-distortion approximations for sparse Bernouilli-Generalized Gaussian models, In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, pp. 2020-2024, Florence, Italy, May 2014.
  23. A. Chaker, M. Kaaniche and A. Benazza-Benyahia, An efficient retrieval strategy for wavelet-based quantized images, In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, 5 pages, Vancouver, Canada, May 2013.
  24. A. Chaker, M. Kaaniche and A. Benazza-Benyahia, An improved image retrieval algorithm for JPEG2000 compressed images, In IEEE International Symposium on Signal Processing and Information Technology, ISSPIT, 6 pages, Ho Chi Minh City, Vietnam, December 2012.
  25. M. Kaaniche, B. Pesquet-Popescu, J.-C Pesquet and A. Benazza-Benyahia, Adaptive lifting scheme with a global L-1 minimization technique for image coding, In IEEE International Conference on Image Processing, ICIP, pp. 2461-2464, Orlando, USA, October 2012.
  26. M. Kaaniche, B. Pesquet and J.-C Pesquet, L-1 adapted non separable vector lifting schemes for stereo image coding, In the European Signal and Image Processing Conference, EUSIPCO, pp. 769-773, Bucharest, Romania, 27-31 August 2012.
  27. M. Kaaniche, A. Fraysse, B. Pesquet-Popescu and J.-C Pesquet, A convex programming bit allocation method for sparse sources, in IEEE International Picture Coding Symposium, PCS, pp. 277-280, Krakow, Poland, 7-9 May 2012.
  28. M. Kaaniche, J.-C Pesquet, A. Benazza-Benyahia and B. Pesquet- Popescu, Schémas de lifting adaptatifs via des critères parcimonieux, In Colloque GRETSI, 4 pages, Bordeaux, France, September 2011.
  29. M. El Geche, J.-C Pesquet, J. Farah, M. Kaaniche and B. Pesquet- Popescu, Proximal splitting methods for depth estimation, In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, pp. 853-856, Prague, Czech Republic, May 2011.
  30. M. Kaaniche, J.-C Pesquet, A. Benazza-Benyahia and B. Pesquet- Popescu, Two-dimensional non separable adaptive lifting scheme for still and stereo image coding, In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, pp. 1298-1301, Dallas, USA, 14-19 March 2010.
  31. M. Kaaniche, W. Miled, B. Pesquet-Popescu, A. Benazza-Benyahia and J.-C Pesquet, Dense disparity map representations for stereo image coding, In IEEE International Conference on Image Processing, ICIP, pp. 725-728, Cairo, Egypt, November 2009.
  32. I. Daribo, M. Kaaniche, W. Miled, M. Cagnazzo and B. Pesquet- Popescu, Dense disparity estimation in multiview video coding, In International Workshop on Multimedia Signal Processing, MMSP, pp. 1-6, Rio de Janeiro, Brazil, October 2009 (Top 10% Paper Award).
  33. M. Kaaniche, A. Benazza-Benyahia, J.-C Pesquet and B. Pesquet- Popescu, Lifting schemes for joint coding of stereoscopic pairs of satellite images, In the European Signal and Image Processing Conference, EUSIPCO, pp. 981-944, Poznan, Poland, 3-7 September 2007.

Other presentations

  1. M. Kaaniche, Image retrieval in wavelet transform domain, Journée scientifique, Institut Galilée, Université Paris 13, Dec. 2018.
  2. M. Kaaniche, Contributions to image processing in wavelet transform domain, Invited talk, University of Science and Technology of Hanoi, Vietnam, May 2017.
  3. M. Kaaniche, Contributions to image processing in wavelet transform domain, Invited talk, NTNU-Gjovik, Norway, Nov. 2016.
  4. M. Kaaniche, J.-C Pesquet, B. Pesquet-Popescu and A. Benazza-Benyahia, Schémas de lifting vectoriels adaptatifs et application à la compression d'images stéréoscopiques, Journée GDR ISIS, Modélisation et Similarités des images Multicomposantes: outils mathématiques et perceptuels, Institut Télécom ParisTech, France, June 2013.
  5. M. Kaaniche, J.-C Pesquet, B. Pesquet-Popescu and A. Benazza-Benyahia, Schémas de lifting adaptatifs via des critères parcimonieux et leurs applications à la compression d'images, Journée GDR ISIS, Transformées multirésolution géométriques, Institut Télécom ParisTech, France, April 2011.
  6. M. Kaaniche, A. Benazza-Benyahia, B. Pesquet-Popescu and J.-C Pesquet, Vector lifting schemes for stereo image coding, Séminaire Compression d'images Multi-composantes, Journée CNES des jeunes chercheurs, 8e édition, Institut Aéronautique et Spatial, Toulouse, France, October 2008.

Awards

  1. EUVIP 2014: Best Paper Award was granted for the paper entitled "Optimized residual image for stereo image coding".
  2. MMSP 2009: Top 10% Paper Award was granted for the paper entitled "Dense disparity estimation in multiview video coding".