Journals
[1] 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), in press.
[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), DOI: 10.5815/ijigsp.2016.01.01, pp. 1-14, 2016.
[3] A. Belalia, K. Belloulata and K. Kpalma, "Region-based image retrieval in the compressed domain using shape-adaptive DCT", in Multimedia Tools and Applications, DOI 10.1007/s11042-015-3026- 2, Vol. 75, N°17, pp.10175-10199, 2016.
[4] 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, DOI: 10.1080/10106049.2015.1120353, pp. 1-19, 2016
[5] 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.
[6] 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.
[7] K. 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
[8] 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
[9] 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/
[10] 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
[11] 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/
[12] 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
[13] 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.
[14] 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
[15] K. Belloulata, A. Baskurt, H. Benoit-Cattin and R. Prost, "Fractal Coding of Subbands with an Oriented Partition", in Signal Processing: Image Communication, Vol. 12, N°3, pp. 243-252, June 1998
[16] 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.
Conferences
[1] A. Naimi and K. Belloulata, "Multiple description image coding using contourlet transform", in the 4th International Conference on Electrical Engineering, (ICEE'2015), SDIWC'2015, Boumerdes, Algeria, 2015, pp.93-99.
[2] 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.
[3] 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.
[4] 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.
[5] 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.
[6] 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
[7] 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
[8] 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.
[9] 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.
[10] 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.
[11] 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.
[12] S. Zhu, J. Tian, X. Shen, 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.
[13] 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.
[14] 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.
[15] 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.
[16] 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.
[17] 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.
[18] 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.
[19] 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.
[20] 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.
[21] 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.
[22] 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.
[23] 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.
[24] 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.
[25] 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.
[26] 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
[27] 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.
[28] 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.
[29] 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.
[30] 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.
[31] K. Belloulata, A. Baskurt, H. Benoit-Cattin and R. Prost, "Fractal Coding of Subbands using an Oriented Partition", Proc. European Signal Processing Conference (EUSIPCO-96), Trieste, Italy, Vol.2, pp. 1167-1170, September 1996.
[32] 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.
Book chapter :
[1] 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.
[2] K. Belloulata, and S. Zhu “A New Object-Based Fractal Compression of Monocular and Stereo Video Sequences”, in Lecture Notes in Computer Science, Springer, Vol. 5627, Subseries: Image Processing, Computer Vision, Pattern Recognition, and Graphics, Kamel Mohamed; Campilho Aurelio (Eds.) 2009, XX, 957 p., ISBN: 978-3-642-02610-2.
Others publications
Ouvrages pédagogique édité
[1] K. Belloulata, ‘Introduction au traitement numérique du signal sous MatlabTM,’ parue dans l’Office Nationale des Publications Universitaires OPU, le 04/2009.
[2] A. Belalia et K. Belloulata, " Compression et Indexation Basées-Région d’Image utilisant la SA-DCT," dans Editions universitaires europeennes, ISBN-13: 978-3-639- 48403-8
Communications nationales et Magrébines avec actes
[1] S. Mazari, K. Belloulata et M. Chikr Elmezouar,"Etude comparative des méthodes de reconstruction par Compressive sensing en imagerie IRM, SCCIBOV 2015, Sidi Bel Abbès, Algérie, 2015
[2] A. Belalia, K. Belloulata et K. Kpalma, Nouvelle Méthode d’Indexation et de Recherche d’Image Basée-Région (RBIR) dans le Domaine Transformé Utilisant la SA-DCT, SCCIBOV 2015, Sidi Bel Abbès, Algerie, 2015
[3] A. Belalia, K. Belloulata et K. Kpalma, Indexation Basée-Région d’Image Utilisant Shape- Adaptive DCT (SA-DCT), SCCIBOV 2015, Sidi Bel Abbès, Algerie, 2015
[4] A. Belalia, K. Belloulata and K. Kpalma, "Nouvelle Méthode d’Indexation d’Images par Région dans le Domaine Compressés utilisant la SA-DCT", in the 2nd International Conference on Multimedia Information processing, CITIM'2015, May 12-13, 2015, Mascara, Algeria.
[5] A. Boudaîeb and K. Belloulata, "SEGMENTATION NON SUPERVISEE DES IMAGES SPEKLEES PAR APPLICATION DU CHAMP ALEATOIRE DE MARKOV ET L'ALGORITHME EM", in the 2nd International Conference on Multimedia Information processing, CITIM'2015, May 12-13, 2015, Mascara, Algeria
[6] A. Belalia, K. Belloulata and K. Kpalma, "A new Region Based Image Retrieval in the Compressed Domain using Shape Adaptive DCT ", in the BIOMEIC’2014, Tlemcen, 15 Oct. 2014.
[7] A. Naimi and K. Belloulata, "Multiple Description Transform Coding Comparison For Multiresolution Image Representations", in the BIOMEIC’2014, Tlemcen, 15 Oct. 2014.
[8] A. Boudaieb and K. Belloulata, “Detection and Tracking of moving objects in Image Sequence for Video Surveillance Application,” in ICCA 2013, Tunis, Tunisie, 2013
[9] B. Bouougada, A. Boudaïeb, A. Bouziane et K. Belloulata, « Segmentation spatio- temporelle par soustraction de fond et Suppression de l’Ombre, » in the First International Conference on Multimedia Information Processing, ICMIP 2012, April 09-11, 2012, Mascara, Algeria.
[10] B. Bouougada, A. Boudaïeb, M. F. Khelfi and K. Belloulata , « Segmentation Vidéo Basée sur la Soustraction de Fond pour les Systèmes de Surveillance, » in the International Conference on Systems and Processing Information, ICSIP 2011, May 15-17, 2011, Guelma, Algeria.
[11] M. Bellahreche and K. Belloulata, « Étude du standards de compression visiophonique H.264 et sa comparaison avec les autres standards MPEG1, 2 », in the Second International Conference on Image and Signal Processing and their Applications, ISPA 2010, Biskra, Algérie, 05decembre 2010.
[12] M. Bellal, K. Belloulata et L. Belhallouche, «Mise en correspondance de blocs « Block Matching », dans le Congres Méditerranéen des Télécommunications, CMT 2010, Casablanca, Maroc, 18-20 Mars 2010.
[13] M. Bellal and K. Belloulata, « Étude de l’estimation de mouvement par différentes techniques de Block-Matching », in the first International Conference on Electric Engineering, CIGET’09, Tébessa, Algérie, 25-26 Octobre 2009.
[14] M. Bellal and K. Belloulata, « Étude de l’estimation de mouvement par différentes techniques de Block-Matching », in the First International Conference on Image and Signal Processing and their Applications, ISPA 2009, Mostaganem, Algérie, 19-21 Octobre 2009.
[15] L. Belhalouche and K. Belloulata, « Indexation d’images par la compression fractale », in the First International Conference on Image and Signal Processing and their Applications, ISPA 2009, Mostaganem, Algérie, 19-21 Octobre 2009.
Communications sans actes
[1] L. Belhallouche, K. Belloulata and K. Kpalma, Using transformed domain to characterize 2D images, CIMI 2013, Toulouse, Juin 2013.
[2] L. Belhallouche, K. Belloulata and K. Kpalma, workshop SIGMA 2012 à Marseille (France) : "View-based 3D Object Retrieval in Compressed Domain", Novembre 2012
[3] K. Belloulata, ‘Codage Basé - Région des objets vidéo’, dans Second Polytechnic Symposium on Signal Processing, école Nationale Polytechnique, Alger, Algérie, 15 Septembre 2004.
[4] F. Rossignol et K. Belloulata, ‘Compression Fractale Basée - Région des séquences vidéo’, dans le colloque IMSI 2003, Institut des Matériaux et Systèmes Intelligents, Université de Sherbrooke, Québec, Canada, 5-6 Novembre 2003.
[5] K. Belloulata R. Stasinski and J. Konrad, “Region-Based Image Compression using Fractal and Shape Adaptive DCT”, Atelier JSR4, 4éme journée-recherche de l’école de Génie de l’Université de Moncton, New Brunswick, Canada, 31 Janvier 2001.
[6] A. Baskurt, K. Belloulata, H. Benoit-Cattin, "Compression hybride fractales/ondelettes des images: applications en imagerie médicale et en imagerie satellitaire", ASPROM Normes, Enjeux et Applications de la compression et de la diffusion des images et du son, 10-12 mars 1997, Paris.
[7] K. Belloulata, A. Baskurt and R. Prost, "Compression fractale des sous-bandes à faible débit", Atelier CNES "Compression des données: état de l'art et perspectives", novembre 1996, Toulouse.
Mémoires
[2] K. Belloulata, "Compression/Segmentation d'images ". Rapport de Diplôme d’études Approfondies DEA "Signal Image Parole" : Institut National des Sciences Appliquées de Lyon, Sept. 1994, 70 p.
