Réseaux de Communication, Architectures et Multimédia

 

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Dr. BELALIA Amina الأستاذة الدكتورة بلعالية امينة
Maître de Conférences Classe “B”
‘Communication Networks, Architectures and Multimedia (RCAM)’ Laboratory
Djillali Liabes University of Sidi Bel-Abbes, Algeria

Contact details:

Département d’électronique, Faculté de Génie Electrique, BP 89, Université Djillali Liabes , faculté de Génie Electrique, Campus Universitaire, Sidi Bel Abbes 22000, Algeria

Mobile : +213 (0)781 107 867

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Publications

 Journals

  • S. Zhu, K. Belloulata, et A. Belalia, “Object-based fractal coding of video sequence,” in Proceedings of the International Workshop on Non Linear Signal and Image Processing, NSIP2005, Japan, May 2005.
  • K. Belloulata, L. Belhallouche, A. Belalia and K. Kpalma “Region-Based Image Retrieval using Histogram of DCT domain”, ICA2IT'2014, Waregla, Algeria, May 2014
  • K. Belloulata, L. Belhalouche, A. Belalia, K. Kpalma , ''Region Based Image Retrieval Using Shape-Adaptive Dct'', ChinaSIP IEEE, 2014, pp. 470-474.
  • A. Belalia, K. Belloulata, K. Kpalma, ''A New Region Based Image Retrieval In The Compressed Domain Using Shape-Adaptive DCT", Biomiec'14, Tlemcen, Oct. 2014
  • A. Belalia, K. Belloulata, K. Kpalma, "Nouvelle Méthode d’Indexation d’Images par Région dans le Domaine Compressés Basée sur la SA-DCT", CITIM'15, Mascara, Algeria, April 2015.
  • Amina Belalia, Kamel Belloulata and Kidiyo Kpalma, `'Nouvelle Méthode d'Indexation et de Recherche d'Image Basée-Région (RBIR) dans le Domaine Transformé Utilisant la SADCT.", SCCIBOV' 2015, SBA, Algeria.
  • Amina Belalia, Kamel Belloulata and Kidiyo Kpalma, `' Indexation Basée-Région d'Image Utilisant Shape-Adaptive DCT (SA-DCT.)", SCCIBOV' 2015, SBA, Algeria.
  • K. Belloulata, A. Belalia, S. Zhu , ''Object-Based Stereo Video Compression Using Fractals And Shape-Adaptive Dct'‘ Int J Electron Commun (Aeü), July 2014.
  • A. Belalia, K. Belloulata and K. Kpalma, “ Region-based image retrieval using shapeadaptive DCT,” Int J. Multimed. Info. Retr., Volume 4, pages 261-276, Dec 2015.
  • A. Belalia, K Belloulata and K. Kpalma, " Region Based Image Retrieval in compressed domain using Shape-Adaptive DCT'` Multimedia Tools and Application, DOI 10.1007/s11042-015-3026-2.

chakib

Dr. Zouaoui Chakib Mustapha Anouar
‘Communication Networks, Architectures and Multimedia (RCAM)’ Laboratory
Djillali Liabes University of Sidi Bel-Abbes, Algeria

 

Contact details:

Département d’électronique,

Faculté de Génie Electrique,

BP 89, Université Djillali Liabes , faculté de Génie Electrique, Campus Universitaire, Sidi Bel Abbes 22000,

Algeria
Phone: +213 (0)557 535 235

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Research Interests

  • Parallel programming
  • Operating System
  • Advanced architectures for the implementation of DSP and DIP applications
  • Compilation
  • Network multihoming protocols

Publications

C. M. A. Zouaoui, N. Taleb, CL_ARRAY: A new generic library of multidimensional containers for c++ compilers with extension for OpenCL framework, Computer Languages, Systems & Structures (Elsevier), 50, 53- 81, 2017.

https://www.sciencedirect.com/science/article/pii/S147784241630135X

 

Conferences

  • S. Daoudi, C. M. A. Zouaoui, M. Chikr El Mezouar,N. Taleb, ‘PARALLELIZATION OF THE K-MEANS++ CLUSTERING ALGORITHM ON GPU’, ACM - 8th International Conference on Software Engineering and New Technologies "ICSENT’2019"– 28 – 30 December 2019, Hammamet, Tunisia.
  • S. Daoudi, C. M. A. Zouaoui, M. Chikr El Mezouar, N. Taleb, ‘Parallel implementation of the K-means clustering algorithm based on CPU/GPU’, 2nd Conference on Informatics and Applied Mathematics" – IAM’2019 – June 12-13, 2019, Guelma, Algeria.
  • S. Daoudi, C. M. A. Zouaoui, M. Chikr El Mezouar,N. Taleb, ‘A comparative study of parallel GPU/CPU implementations of the K-Means Algorithm’, , The international conference on advanced electrical engineering, ICAEE 2019 - 19-21 November
  • S. Daoudi, C. M. A. Zouaoui, M. Chikr El Mezouar, N. Taleb, Parallélisation de l’algorithme du K-means ++, 3èmes Journées Doctorales de Génie Electrique (JDGE’2019), 17-18 décembre 2019, Sidi Bel Abbès, Algeria.

PHOTO Meskine

Dr. Fatiha Meskine الأستاذة الدكتورة مسكين فتيحة
Maître de Conférences Classe “A”
‘Communication Networks, Architectures and Multimedia (RCAM)’ Laboratory
Djillali Liabes University of Sidi Bel-Abbes, Algeria

Contact details:

Département de Télécommunications, Faculté de Génie Electrique, BP 89, Université Djillali Liabes , faculté de Génie Electrique, Campus Universitaire, Sidi Bel Abbes 22000, Algeria

Mobile : +213 (0) 770 478 535

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          Cette adresse e-mail est protégée contre les robots spammeurs. Vous devez activer le JavaScript pour la visualiser.

 

Research Interests

  • Remote sensing
  • Image processing and applications
  • Satellite and medical images analysis

Short Biography

Fatiha Meskine received the engineering degree in electronics in 2000 and Magister and Doctorat degrees in Electronics from the university of Sidi Bel Abbes in respectively 2003 and 2012. She is currently a teacher at the Telecommunications Department, College of Electrical Engineering, Djillali Liabes University of Sidi Bel Abbes. His interest research is in the field of images processing and remote sensing.

Publications

 Journals

  • F. Meskine, N. Taleb, “An Efficient Feature Point Registration Method for Retinal Images”, International journal of Imaging and robotics, Vol.16 N°3, 2016, pp: 39-50.
    http://www.ceser.in/ceserp/index.php/iji/article/view/4549
  • F. Meskine, N. Taleb, M. Chikr El-Mezouar, K. Kpalma, and A. Almhdie, “A Rigid Point Set Registration of Remote Sensing Images Based on Genetic Algorithms & Hausdorff Distance”, WASET journal 2013, World Academy of Science, Engineering and Technology, Vol.78, 2013, pp: 1095-1100.
  • F. Meskine, N. Taleb and A. Almhdie, “A Feature point based image registration using genetic algorithms”, RMT journal 2012, Revue Méditerranéenne des Télécommunications, Vol. 2 N° 2, Octobre 2012, pp: 148-153.
    http://www.ceser.in/ceserp/index.php/iji/article/view/4549
  • F. Meskine, M. Chikr El-Mezouar, N. Taleb, “A Rigid image registration based on the nonsubsampled contourlet transform and genetic algorithms”, Sensors journal 2010, vol.10(9), pp: 8553-8571.
    http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3231216/

Conferences

  • F. Meskine and N. Taleb “ A Feature Point Registration Method of Remote Sensing Images using Genetic Algorithms », SCCIBOV’2015: Worshop Système Conjoint de Compression et d’Indexation Basé_Objet pour la Vidéo, University of Sidi Bel Abbès, Algeria, December 2-3, 2015.
  • F. Meskine and N. Taleb, “A Point Set Image Registration Method Based On Genetic Algorithms”, SIVA 2013: 2nd International Conference on Signal, Image, Vision and their Applications, university of Guelma, Algeria, November 18-20, 2013.
  • F. Meskine, N. Taleb and A. Almhdie, “A 2D Rigid point registration for satellite imaging using genetic algorithms”ICISP 2012, The 5th International Conference on Image and Signal Processing ICISP 2012, June 28 - 30, Agadir (Morocco), publied in Lecture Notes on Computer Science LNCS 7340 Springer, pp: 442–450.
    http://link.springer.com/chapter/10.1007%2F978-3-642-31254-0_50
  • F. Meskine, N. Taleb and A. Almhdie, “An efficient feature based registration of MR images using genetic algorithms”, CMT 2012: Congrés Mediterraneen des Télécommunications, Fès (Morroco), Mars 22-24, 2012.
  • F. Meskine, M. Chikr El-Mezouar, N. Taleb, “Nonsub-sampled Contourlet Transform combined with Genetic Algorithms for Registration of Satellite Imaging”,.SCS 2009: 3rd International Conference on Signals, Circuits and Systems; Publied in the IEEE conferences, pp. 1-6. Djerba, Tunisia 6-8 November 2009.
    http://ieeexplore.ieee.org/document/5412608/
  • F. Meskine and N. Taleb, Niche Genetic Algorithms for Image Registration”, ISSSPA 09: The 6th International Summer School on Signal Processing & its Application and first Workshop on Signal and Image Processing, “University Mohamed Boudiaf d’Oran USTO, Oran (Algeria), October 04-08, 2009.
  • F. Meskine and N. Taleb, “Improvement of Genetic Algorithms to Image registration”JIG'2007: 3èmes Journées Internationales sur l'Informatique Graphique, , university of Mentouri, Constantine (Algeria), october 29-30, 2007.
  • F. Meskine and N. Taleb, “Evolutionary Design of Two-Dimensional Recursive Digital filters”, ICCMD’06: International Conference on Control, Modeling and Diagnosis, university of Annaba the 22nd -24th May 2006.
  • F. Meskine and N. Taleb, “Recalage des images satellitaires par les algorithmes génétiques”, IS3PA’05: The second International Summer School on Signal Processing and its Applications, university of Mostaganem (Algeria), September 24-28, 2005.
  • F. Meskine and N. Taleb, Performance Evaluation of Multiobjective Evolutionary Algorithms: Application to the design of IIR Digital filters”, CIGE’04: First International Congress of Genie Electrique, “university of Ferhat Abbas, Sétif (Algeria), October 10-12, 2004.
  • F. Meskine and N. Taleb, “Genetic Approaches in Filtering”, ELECOM’04: International Conference on Electrical/Electronics Engineering Communication & Physical systems, University center of Saida, May 4-5, 2004.

PHOTO BOUNOUA

Dr. Kamel BELLOULATA الأستاذ الدكتور بلولة كمال
Full Professor
‘Communication Networks, Architectures and Multimedia (RCAM)’ Laboratory
Djillali Liabes University of Sidi Bel-Abbes, Algeria

Contact details:

Département d’électronique, Faculté de Génie Electrique, BP 89, Université Djillali Liabes , faculté de Génie Electrique, Campus Universitaire, Sidi Bel Abbes 22000, Algeria

Mobile : +213 (0)

Email: Cette adresse e-mail est protégée contre les robots spammeurs. Vous devez activer le JavaScript pour la visualiser.

 

Research Interests

  • Signal processing, Image processing, Video processing Coding (WebP Compression, H264, HEVC)
  • An End-to-End Compression Methods based on Convolution Neural Networks (CNN)
  • Content Based Image Retrieval (CBIR), Region Based Image retrieval (RBIR)
  • Artificial Intelligence (AI) and Machine Learning (Deep Learning) with its application in medical images
  • Compact Descriptor for Visual Search (CDVS) and Mobile Visual Search (MVS) technology

Short Biography

 

Publications

 Journals

  • A. Baskurt, K. Belloulata and G. Gimenez, " A fractal image coding scheme based on L¥ norm", in Journal of electrical engineering and computer science ELEKTRIK, special Issue on Image Processing, N°4, pp. 113- 125, December 1997
  • K. Belloulata, A. Baskurt, H. Benoit-Cattin and R. Prost, "Fractal Coding of Subbands with an Oriented Partition", in Signal Processing: Image Comm., Vol. 12, N°3, pp. 243-252, June 1998
  • K. Belloulata and J. Konrad, "Fractal Image Compression with Region-Based Functionality", in IEEE Transaction on Image Processing, Vol. 11, no. 4, pp. 351-362, April 2002
  • K. Belloulata, “Fast fractal coding of subbands using a non-iterative block clustering”, in Journal of Visual Communication and Image Representation, N°16, pp. 55-67, Feb. 2005.
  • K. Belloulata and S. Zhu, “A New Object-Based System for Fractal Video Sequences Compression”, in Journal of Multimedia, ISSN: 1796-2048, Vol. 2, Issue: 3, pp. 17-25, June 2007,
    http://www.academypublisher.com/jmm/vol02/no03/jmm02031725.html
  • K. Belloulata, S. Zhu, and Z. Wang, “A Fast Fractal Video Coding Algorithm Using Cross-Hexagon Search for Block Motion Estimation,” ISRN Signal Processing, vol. 2011, Article ID 386128, 10 pages, 2011. doi:10.5402/2011/386128, http://www.isrn.com/journals/sp/2011/386128/
  • S. Zhu, Y. Hou, Z. Wang and K. Belloulata, “ Fractal video sequences coding with region-based functionality,” in Appl. Math. Modell. Vol. 36, N.°11, Nov. 2012, pp. 5633-5641,
    http://www.sciencedirect.com/science/article/pii/S0307904X12000406
  • K. Kpalma, C. Bai, M. Chikr El Mezouar, K. Belloulata, N. Taleb, L. Belhallouche, D. Boukerroui, “A New Histogram-Based Descriptor for Images Retrieval from Databases”, Advances in Intelligent Analysis of Medical Data and Decision Support Systems, Studies in Computational Intelligence, Vol. 473, 2013, pp 101-112.K.
  • S Zhu, L Li, J Chen, K. Belloulata, “An Efficient Fractal Video Sequences Codec with Multi- Views,” Special Issue "Chaos-Fractals Theories and Applications" of "Mathematical Problems in Engineering", Hindawi Publishing Corp. 2013 ,
    http://www.hindawi.com/journals/mpe/aip/853283/
  • Belloulata, A. Belalia and S. Zhu, “Object-based stereo video compression using fractals and shape-adaptive DCT”, in Int. J Electron Commun. AEÜ, Vol. 68, N°. 7, July 2014, pp. 687-697
    http://dx.doi.org/10.1016/j.aeue.2014.02.011
  • S. Zhu, J. Chen and K. Belloulata, “An automatic region-based video sequence codec based on fractal compression”, Int J. Electron Commun. AEÜ, Vol. 68, N.°8, Aug. 2014, pp. 795-805,
    http://dx.doi.org/10.1016/j.aeue.2014.03.003
  • H. Gharib and K. Belloulata, "Authentication Architecture using threshold Cryptography in Kerberos for mobile Ad Hoc Networks", Adv. Sci. Technol. Res. J. 2014; 8(22):12–18, DOI: https://doi.org/10.12913/22998624.1105141
  • K. Kpalma, M. Yang, K. Belloulata, “2-D Shapes Description by Using Features Based on the Differential Turning Angle Scalogram,” in the Journal of Pattern Recognition Research (JPRR), Vol. 9, N°. 1 (2014), pp.90- 110; DOI:10.13176/11.571.
  • A. Belalia, K. Belloulata and K. Kpalma,, “Region-based image retrieval using shape-adaptive DCT”, in the International Journal of Multimedia Information Retrieval, Dec. 2015, Vol. 4, N°.4, pp. 261-276.
  • S. Mazari, M. Chikr El Mezzouar and K. Belloulata, "A Pan-Sharpening method based on NSCT and formulated as Compressive Sensing problem", in journal Geocarto International, Vol. 31, N°.10, 2015, pp 1142- 1157, DOI: 10.1080/10106049.2015.
  • A. Belalia, K. Belloulata and K. Kpalma, "Region-based image retrieval in the compressed domain using shape-adaptive DCT", in Multimedia Tools and Applications, ,Vol.75, N°17, pp.10175-10199, 2016, DOI 10.1007/s11042-015-3026- 2
  • L. Belhallouche, K. Belloulata and K. Kpalma, "A New Approach to Region Based Image Retrieval Using Shape Adaptive Discrete Wavelet Transform", in International Journal of Image, Graphics and Signal Processing (IJIGSP), , Vol. 8, No. 1, January 2016, DOI: 10.5815/ijigsp.2016.01.01
  • A. Naîmi and K. Belloulata, "Image compression based multiple description transform coding using NSCT and OMP approximation ", in Int. J. of Comput. Vision and Robotics (IJCVR), DOI: 10.1504/IJCVR.2018.10008243
  • A.Naîmi, A. and Belloulata, K. (2019) ‘Multiple description image coding using contourlet transform’, Int. J. Computer Aided Engineering and Technology, Vol. 11, No. 1, pp.35–46.

Conferences

  • K. Belloulata, " Region-based image retrieval in the compressed domain using shape-adaptive DCT/DWT", 4th Global Summit and Expo on Multimedia & Artificial Intelligence, in J Comput Eng Inf Technol 2018, Volume 7, DOI: 10.4172/2324-9307-C2-024
  • A. Naimi and K. Belloulata, "Multiple description image coding using contourlet transform", in the 4th IEEE International Conference on Electrical Engineering, (ICEE'2015), Boumerdes, Algeria, 13-15 December, 2015, pp.93-99.
  • K. Belloulata, L. Belhallouche, A. Belalia and K. Kpalma, “Region-Based Image Retrieval using Shape-Adaptive DCT,” in the 2nd International Chinese Summit on Signal and Information Processing, IEEE-SIP’2014, Xi’an, China, 09- 13 July, 2014, pp.470-474.
  • L. Belhallouche, K. Belloulata, K. Kpalma, “Light Field Retrieval in Compressed Domain”, in 21st WSCG’2013, Conference on Computer Graphics, Visualization and Computer Vision 2013, June 24-27, 2013, Pilsen, Czech Republic.
  • K. Kpalma, C. Bai, M. Chikr el mezouar, K. Belloulata, N. Taleb, L. Belhallouche and D. Boukerroui, “New Histogram-based Descriptor for Images Retrieval from Databases”, in the International Workshop on Next Generation Intelligent Medical Decision Support System, MedDecSup’2012, Sofia, Bulgaria, 10-11 July 2012.
  • S. Mazari and K. Belloulata, “Compressive Sampling: The OMP Reconstruction,” in The 3rd International Conference on Multimedia Computing and Systems, ICMCS'2012, Tangier, Morocco, 10-12 May 2012.
  • S. Zhu, J. Chen, K. Belloulata, “A new fractal stereo video coding method”, in the International Conference on Electronic and Mechanical Engineering and Information Technology, EMEIT 2011, Harbin, China, 12-14 August 2011, pp. 3384-3387, ISBN 978-1-61284-087-1
  • K. Belloulata, S. Zhu, J. Tian, X. Shen, “A novel cross-hexagon search algorithm for fast block motion estimation”, in the 7th International Workshop on Systems, Signal Processing and their Applications, WoSSPA 2011; Tipaza; Algeria, 9-11 May 2011, pp. 1-4, ISBN:978-145770690-5 ; DOI: 10.1109/WOSSPA.2011.5931406
  • S. Zhu, Y. Hou, Z. Wang and K. Belloulata, “A novel fractal video coding algorithm using fast block matching motion estimation technology”, in the International Conference on Computer Application and System Modeling, ICCASM 2010,Taiyuan, China, 22-24 Oct. 2010,Vol. 8, pp.360-364.
  • S. Zhu, Z. Wang and K. Belloulata, ”A Novel Fractal Monocular and Stereo Video Codec based on MCP and DCP”, in the International Conference in Industrial Technology, ICIT 2010, Vinâ del Mar-Valparaiso, Chilie, 14-17 March 2010, pp. 2014-2017.
  • S. Zhu, Z. Wang and K. Belloulata, “A Hybrid Video Coding Scheme Joint Fractal and Object-Based Function”, in the International Conference on Measuring Technology and Mechatronics Automation, ICMTMA 2010, Changsha, China, 13-14 March 2010, Vol. 1, pp. 118-121.
  • S. Zhu, J. Tian, X. Shen, K. Belloulata,“A new cross-diamond search algorithm for fast block motion estimation”, the IEEE Int. Conf. Image Processing, ICIP2009, Cairo, Egypt, 07-11 Nov. 2009, Vol. I, pp. 1581-1584.
  • S. Zhu, J. Tian, X. She, K. Belloulata,“A Novel Cross-Hexagon Search Algorithm Based on Motion Vector Field Prediction”, the IEEE Int. Symposium on Industrial Electronics, ISIE2009, Seoul, Korea, 5-8 July 2009, pp. 1870-1874.
  • K. Belloulata, and S. Zhu “A New Object-Based Fractal Compression of Monocular and Stereo Video Sequences”, in Sixth International Conference on Image Analysis and Recognition ICIAR2009, Halifax, Canada, 6-9 July 2009, pp.103-115.
  • S. Zhu, L. Yu and K. Belloulata, “An improved fractal image coding algorithm based on adaptive threshold for quadtree partition”, in Seventh International Symposium on Instrumentation and Control Technology: Optoelectronic Technology and Instruments, Control Theory and Automation, and Space Exploration, Proceedings of the SPIE, Volume 7129, pp. 71290O-71290O-8 (2008), Beijing, China.
  • S. Zhu and K. Belloulata, “Region-Based Fractal Video Coding”, in Seventh International Symposium on Instrumentation and Control Technology: Measurement Theory and Systems, Proceedings of the SPIE, Volume 7128, pp. 71280O-71280O-8 (2008), Beijing, China.
  • S. Zhu, X. Xia, Q. Zhang and K. Belloulata, “A Novel Spatio-Temporal Video Object Segmentation Algorithm”, in the IEEE Int'l Conf on Industrial Technology, ICIT2008, 21-24 April 2008, Chengdu, China.
  • K. Belloulata and S. Zhu, “A New Object-Based System for Fractal Video Sequences Compression, In Data Compression Conference, IEEE-DCC 2008, Utah, USA, 25-27 March 2008, pp. 508-510.
  • S. Zhu, X. Xia, Q. Zhang and K. Belloulata, “An edge detection algorithm in Image Processing Based on Threshold Segmentation”, in the IEEE International Symposium on Signal-Image Technology & Internet-Based Systems, SITIS 2007, Shanghai, China, Dec.2007, pp. 627-632.
  • K. Belloulata and Y. Ayeb, “Joint source channel fractal coding of video object”, in the 3rd International Symposium on Image Video Communications over fixed and mobile networks, ISIVC2006, Yasmine Hammamet- Tunisia, 13-15 September, 2006.
  • K. Belloulata and S. Zhu, “A New Object-Based Fractal Stereo CODEC with quadtree-based disparity or motion compensation”, in the IEEE Int. Conf. on Acoustics, Speech and Signal Processing, ICASSP 2006, Toulouse, France, 14- 19 may 2006, Vol. II, pp. 481-484.
  • S. Zhu and K. Belloulata, “A novel object-based fractal stereo video codec”, in the IEEE Int. Conf. Image Processing, ICIP 2005, Genova, Italy, 22-24 Sept. 2005, Vol. I, pp. 805-808.
  • S. Zhu, K. Belloulata and A. Belalia, “Object-Based Fractal Coding of Video sequence’’, in the IEEE International Workshop on Non Linear Signal and Image Processing , NSIP’05, Sapporo, Japan, 22-23 May 2005.
  • S. Zhu and K. Belloulata, “Region-Based Fractal Coding of Stereo Video Sequences with Quadtree-Based Disparity Compensation’’, in the 2004 International Symposium on Intelligent Multimedia, Video & Speech Processing, ISIMP’04, Hong Kong,20-22 Oct. 2004, pp. 410-413.
  • S. Zhu and K. Belloulata, “Region-Based Fractal Coding of Monocular and Stereo Video Sequences’’, in proceedings of the 6th IASTED’2004 International Conference on Signal and Image Processing, IASTED-SIP’04, Honolulu, USA, 23-25 August 2004, pp. 208-313.
  • K. Belloulata et F. Rossignol, “ Codage Fractal Basé - Région des séquences vidéo segmentées’’, accepté au 19 Colloque GRETSI`03 sur le Traitement du Signal et des Images, Paris, France, Sept 2003, pp. 121-125.
  • K. Belloulata, ''Region-Based fractal image compression of segmented images using TMS320C30'', in Proc. 3rd International Conference on Information, Communications and Signal Processing ICICS`2001, Singapore, October 2001, pp. 201-204
  • K. Belloulata, R. Stasinski and J. Konrad, "Region-Based Image Compression using Fractals and Shape-Adaptive DCT", in Proc. IEEE Int. Conf. Image Processing ICIP’99, Kobe, Japan, Octobre 1999, Vol : II, pp. 815-819.
  • K. Belloulata, F. Davoine, A. Baskurt et J.M. Chassery, "Compression hybride fractale/sous-bande accélérée", Seizième Colloque GRETSI'97 sur le Traitement du Signal et des Images, Grenoble, France, Septembre 97, p 287-290.
  • K. Belloulata, A. Baskurt, H. Benoit-Cattin and R. Prost, "Adaptive Fractal Coding of Subbands with Clustering", 3rd International Conference on Fractals in Engineering , (a selection among the best papers of the conference FE'97), June 25-27 Arcachon 97, France.
  • K. Belloulata, A. Baskurt and R. Prost, "Fast Directional Fractal Coding of Subbands using Decision-directed Clustering for blocks classification", Proc IEEE Int. Conf. on Acoustics Speech and Signal Processing ICASSP’97, Munich, Germany, Vol. 4, pp. 3121-3124, April 1997.
  • K. Belloulata, A. Baskurt, H. Benoit-Cattin and R. Prost, "Fractal Coding of Subbands using an Oriented Partition", Proc. European Signal Proc. Conference (EUSIPCO-96), Trieste, Italy, Vol.2, pp. 1167-1170, September 1996.
  • K. Belloulata, A. Baskurt, H. Benoit-Cattin and R., Prost, " Fractal Coding of medical images", Proc. SPIE-96 Medical Imaging, Newport Beach, U.S.A., Vol. 2707, pp.598-609, Feb. 1996.