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Publications

•   G. Quellec, M. Lamard, G. Cazuguel, B. Cochener, Ch. Roux, “Adaptive nonseparable wavelet transform via lifting and its application to content-based image retrieval”, IEEE Trans Image Process, vol. 19, n°.1, pp. 25-35, Jan 2010.

•   G. Quellec, M. Lamard, G. Cazuguel, B. Cochener, Ch. Roux, “Wavelet optimization for content-based image retrieval in medical databases”, Med Image Anal., vol. 14, n°. 2, pp. 227-41, Apr 2010.

•   G. Quellec, M. Lamard, L. Bekri, G. Cazuguel, Ch. Roux, B. Cochener, “Medical case retrieval from a committee of decision trees”, IEEE Trans Inf Technol Biomed., vol. 14, n°.5, pp.1227-1235, Sep. 2010. 

•   D. Bouslimi, G. Coatrieux, M. Cozic, Ch. Roux, “Tatouage-chiffrement conjoint pour le contrôle de la fiabilité des images médicales», RITS, Rennes, France, 2011.

•   D. Bouslimi, G. Coatrieux, Ch. Roux, “A Joint Watermarking/Encryption Algorithm for Verifying Medical Image Integrity and authenticity in Both Encrypted and Spatial Domains”, IEEE EMBC, Boston, USA, pp. 8066 – 8069, 2011.  

•   G. Quellec, M. Lamard, G. Cazuguel, L. Bekri, W. Daccache, Ch. Roux, B. Cochener, “Automated assessment of diabetic retinopathy severity using content-based image retrieval in multimodal fundus photographs”, Invest Ophthalmol Vis Sci., vol. 52, n°. 11, pp. 8342-8348, Oct. 2011.

•   G. Quellec, M. Lamard, G. Cazuguel,Ch. Roux, B. Cochener, “Case retrieval in medical databases by fusing heterogeneous information”, IEEE Trans Med Imaging, vol. 30, n°. 1, pp.108-118, Jan. 2011.

•   D. Bouslimi, G. Coatrieux, Ch. Roux,“A joint encryption/watermarking algorithm for verifying the reliability of medical images: Application to echographic images”, Computer Methods and Programs in Biomedicine, vol 106, Issue 1, pp. 47-54, 2012.

•   D. Bouslimi, G. Coatrieux, M. Cozic, Ch. Roux, “A joint encryption/watermarking system for verifying the reliability of medical images,” IEEE Transactions on Information Technology in Biomedicine, vol. 16, n°. 5, pp. 891-9, 2012. 

•   G. Quellec, M. Lamard, G. Cazuguel, B. Cochener, Ch. Roux, “Fast wavelet-based image characterization for highly adaptive image retrieval”, IEEE Trans Image Process., vol. 21, n°. 4, pp. 1613-1623, Apr. 2012.

•   G. Quellec, M. Lamard, MD. Abràmoff, E. Decencière, B. Lay, A. Erginay, B. Cochener, G. Cazuguel, “A multiple-instance learning framework for diabetic retinopathy screening”, Med Image Anal., pp. 1228-1240, vol. 16, n°.6, Aug. 2012.

•   D. Bouslimi, G. Coatrieux, M. Cozic, Ch. Roux, “A Telemedicine Protocol Based on Watermarking Evidences for Identification of liabilities in Case of Litigation”,  IEEE 14th International Conference on e-Health Networking, Applications and Services (Healthcom), Beijing, China, pp. 506-509, Oct. 2012.

•   D. Bouslimi, G. Coatrieux, M. Cozic, Ch. Roux, “Tatouage d’images chiffrées  pour une protection a priori et a posteriori : application aux images d’échographie”, TAIMA’2013, Tunisie, pp. 63-71. 

•   D. Bouslimi, G. Coatrieux, M. Cozic, Ch. Roux, “An a priori and a posteriori protection by means of data hiding of encrypted images: application to ultrasound images”, IFMBE International Conference on Health Informatics, Vilamoura, Portugal, vol. 42, pp-220-223, Nov. 2013. 

•   D. Bouslimi, G. Coatrieux, C. Quantin, F-A. Allaërt, M. Cozic, Ch. Roux, “Secure Teleassistance towards endless medical litigations: Identification of liabilities through a protocol using Joint Watermarking-Encryption Evidences”, Studies in health technology and informatics, 205: 745-749, 2014. 

•   D. Bouslimi, G. Coatrieux, M. Cozic, Ch. Roux, “Combination of Watermarking and Joint Watermarking-Decryption for Reliability Control and Traceability of Medical Images“, IEEE EMBC’14, Chicago, pp. 4495-4498, 2014. 

•   D. Bouslimi, G. Coatrieux, C. Quantin, F-A. Allaërt, M. Cozic, Ch. Roux, “A Teleassistance Protocol Based on Joint Watermarking-Encryption Evidence for Identification of Liabilities in Case of Litigation“, Innovation and Research in BioMedical Engineering (IRBM),  vol. 36, no 5, pp. 279-286, 2015.

•   D. Bouslimi, G. Coatrieux, “Encryption and Watermarking for medical Image Protection,” Chapter - Medical Data Privacy Handbook. Springer International Publishing, pp. 493-526, 2015.

•   G. Coatrieux, D. Bouslimi, M. Cozic, “Sécurisation des images médicales externalisées : tatouage et cryptographie”, REE (Revue de l'Electricité et de l'Electronique), n°3/2015, pp. 84-91.

•   M. Lamard, G. Cazuguel, G. Coatrieux, M. Cozic, G. Quellec, “Multiple-instance learning for breast cancer detection in mammograms”, IEEE EMBC’15, pp. 7055-7058, 2015.

•   Y. Duan, G. Coatrieux, H. Shu, “Computed tomography image source identification by discriminating CT-scanner image reconstruction process”, IEEE ICIP, pp. 5622-5625, 2015

•   R. Bellafqira, G. Coatrieux, D. Bouslimi, G. Quellec, “Content-Based Image Retrieval in Homomorphic Encryption Domain”, IEEE EMBC’15, pp. 2944-2947, 2015.

•   R. Bellafqira, D. Bouslimi, G. Coatrieux, G. Quellec, “Secure content- based image retrieval in medical databases”, RITS, Dourdan, France, 2015.

•   G. Quellec, M. Lamard, M. Cozic, G. Coatrieux, G. Cazuguel, “Multiple-instance learning for anomaly detection in digital mammography,” IEEE Trans Med Imaging, vol. 35, no 7, pp. 1604-1614, 2016.

•   D. Bouslimi, G. Coatrieux, “A crypto-watermarking system for ensuring reliability control and traceability of medical images”, Signal Processing: Image Communication, vol. 47, pp.160-169, 2016.

•   D. Bouslimi, G. Coatrieux, M. Cozic, Ch. Roux, “Data hiding in encrypted images based on predefined watermark embedding before encryption process”, Signal Processing: Image Communication, vol. 47, pp. 263-270, 2016.

•   M. Karasad, D. Bouslimi, M. Cozic, G. Coatrieux, “Watermarking of radiographic images based on quantum noise modulation”, IEEE International Conference on Biomedical and Health Informatics (BHI), Las Vegas, Feb. 2016.

•   R. Bellafqira, G. Coatrieux, D. Bouslimi, G. Quellec, “An End to End Secure CBIR over Encrypted Medical Database”, IEEE EMBC’16, pp. 2537-2540, Oct. 2016.

•   D. Bouslimi, R. Bellafqira, G. Coatrieux, “Data hiding in homomorphically encrypted medical images for verifying their reliability in both encrypted and spatial domains”, IEEE EMBC’16, pp. 2496-2499, Oct. 2016.

•   G. Quellec, G. Cazuguel, B. Cochener, M. Lamard, “Multiple-instance learning for medical image and video analysis”, IEEE Rev Biomed Eng., 2017.

•   D. Bouslimi, G. Coatrieux, “Tatouage par MIQ d’images médicales chiffrées pour la traçabilité des images (chiffrées ou non) ”, RITS 2017, Lyon, France.

•   S. Haddad, D. Bouslimi, G.Coatrieux, “Tatouage-compression JPEG-LS conjoint pour la protection des images médicales”, RITS 2017, Lyon, France.

•   R. Bellafqira, G. Coatrieux, D. Bouslimi, G. Quellec, M. Cozic, “Secured outsourced CBIR based on homomorphically encrypted images”, RITS 2017, Lyon, France.

•   R. Bellafqira, G. Coatrieux, D. Bouslimi, G. Quellec and M. Cozic , “Sharing Data Homomorphically Encrypted with Different Encryption Keys”, arXiv preprint arXiv:1706.01756, 2017.

•   R. Bellafqira, G. Coatrieux, D. Bouslimi, G. Quellec and M. Cozic , “Secured Outsourced Content Based Image Retrieval Based on Encrypted Signatures Extracted From Homomorphically Encrypted Images”, arXiv preprint arXiv:1704.00457.

•   R. Bellafqira, G. Coatrieux, D. Bouslimi, G. Quellec and M. Cozic, “Proxy Re-Encryption Based on Homomorphic Encryption”, Proceedings of the 33rd Annual Computer Security Applications Conference, ACSAC 2017, 2017, pp. 154—161.

•   S. Haddad, G. Coatrieux, M. Cozic, D. Bouslimi, Joint watermarking and lossless jpeg-ls compression for medical image security, IRBM, 38 (2017), pp. 198-206.

•   Y. Duan, D. Bouslimi, G. Yang, H. Shu, G. Coatrieux, Computed tomography image origin identification based on original sensor pattern noise and 3d image reconstruction algorithm footprints, IEEE journal of biomedical and health informatics, 21 (2017), pp. 1039-1048.

•   R. Bellafqira, G. Coatrieux, M. Cozic, “Secure multilayer perceptron based on homomorphic encryption”, 17th International Workshop on Digital-forensics and Watermarking, IWDW, vol. LNCS 11378, 2018, pp. 1-15.

•   W. Pan, D. Bouslimi, M. Karasad, M. Cozic, G. Coatrieux, Imperceptible reversible watermarking of radiographic images based on quantum noise masking, Computer Methods and Programs in Biomedicine, 160 (2018), pp. 119-128.

•   S. Haddad, G. Coatrieux, M. Cozic, A new joint watermarking-encryption-jpeg-ls compression method for a priori & a posteriori image protection, International Conference on Image processing, ICIP, 2018, pp. 1688-1692.