{"id":12312,"date":"2022-05-18T10:21:46","date_gmt":"2022-05-18T10:21:46","guid":{"rendered":"https:\/\/www.univ-usto.dz\/labo\/lssd\/?p=12312"},"modified":"2025-11-23T14:31:35","modified_gmt":"2025-11-23T14:31:35","slug":"publications","status":"publish","type":"post","link":"https:\/\/www.univ-usto.dz\/labo\/lsi\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<h2><strong>2025<\/strong>:<\/h2>\n<h2><strong>Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Cherif, W. M., Garrig\u00f3s, J., Zapata, J., &amp; Stambouli, T. B. (2025). ENHANCING PALMPRINT RECOGNITION: ANovel CUSTOMIZED LOOCV-DRIVEN SIAMESE DEEP-LEARNING NETWORK.\u00a0<i>Jordanian Journal of Computers and Information Technology (JJCIT)<\/i>,\u00a0<i>11<\/i>(04).<\/li>\n<li>AMARI, Kheira et KECHE, Mokhtar. Accurate indoor visible light positioning method using four LEDs and a smartphone camera.\u00a0<i>Optik<\/i>, 2025, p. 172346.<a href=\"https:\/\/doi.org\/10.1016\/j.ijleo.2025.172346\">https:\/\/doi.org\/10.1016\/j.ijleo.2025.172346<\/a><\/li>\n<li>Ibka MS, Rahal DJ, Benharats, Sifodil D, \u00ab\u00a0Spatiotemporal Impact of Urbanization on Urban Heat Island Using Landsat Imagery in Oran, Algeria: 1984\u20132024.\u00a0\u00bb <em>Urban Science<\/em>. 2025; 9(4):95. <a href=\"https:\/\/doi.org\/10.3390\/urbansci9040095\">https:\/\/doi.org\/10.3390\/urbansci9040095<\/a><\/li>\n<li>Bouzi, Wissam, Samia Bentaieb, and Abdelaziz Ouamri. \u00ab\u00a0Optimizing Traffic Light Control using Enhanced DQN: Minimizing Waiting Time for Regular and Emergency Vehicles.\u00a0\u00bb\u00a0<i>Transport and Telecommunication<\/i>\u00a026.3 (2025): 266-275.<\/li>\n<li>Bentaieb, Samia, Ahmed Yassine Boumedine, and Abdelaziz Ouamri. \u00ab\u00a0Enhancing wheat seed classification with ensemble voting of multiple fine-tuned pre-trained models.\u00a0\u00bb\u00a0<i>Multimedia Tools and Applications<\/i>\u00a0(2025): 1-28.<\/li>\n<li>Nachet, R., Garrig\u00f3s, J., &amp; Stambouli, T. B. (2025). GhostFaceNet++: boosting efficiency and accuracy via CSP bottlenecks and Channel Attention.\u00a0<i>Journal of Real-Time Image Processing<\/i>,\u00a0<i>22<\/i>(6), 1-12.<\/li>\n<li>Nachet, Randa, and Tarik Boudghene Stambouli. \u00ab\u00a0Enhanced face recognition in unconstrained environments: leveraging 3D morphable model and focal modulation network.\u00a0\u00bb\u00a0<i>Brazilian Journal of Technology<\/i>\u00a08.1 (2025): e76547-e76547.<\/li>\n<\/ul>\n<p><strong style=\"color: #294a70; font-family: 'Merriweather Sans', sans-serif; font-size: 20px;\">Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/p>\n<ul>\n<li>S. E. Brezini, \u00ab\u00a0Hyperspectral and Mutlispectral Image Fusion Based on Spectral Library and Sparse Unmixing to Address Spectral Variability,\u00a0\u00bb\u00a0<em>2025 Joint Urban Remote Sensing Event (JURSE)<\/em>, Tunis, Tunisia, 2025, pp. 1-4, doi: 10.1109\/JURSE60372.2025.11075971.<\/li>\n<li>O. Bekhelifi, N. -E. Berrached, <strong>S. E. Brezini<\/strong> and N. El Djouher Mebtouche, \u00ab\u00a0Batch Normalization modifications for Improving Steady-State Visual Evoked Potentials Classification in Brain-Computer Interfacing,\u00a0\u00bb\u00a0<em>2025 7th International Conference on Pattern Analysis and Intelligent Systems (PAIS)<\/em>, Laghouat, Algeria, 2025, pp. 1-6, doi: 10.1109\/PAIS66004.2025.11126056.<\/li>\n<\/ul>\n<h2><strong>2024:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Belarbi, F., Hassini, A. &amp; <strong>Benamara, N.K<\/strong>. A novel approach based on convolutional neural networks ensemble for fire detection.\u00a0<i>SIViP<\/i>\u00a0<b>18<\/b>, 8805\u20138818 (2024).<a href=\"https:\/\/doi.org\/10.1007\/s11760-024-03508-3\"> https:\/\/doi.org\/10.1007\/s11760-024-03508-3<\/a><\/li>\n<li>Sofiane Abdelkrim KHALLADI, Asm\u00e2a Ouessai,\u00a0Nadir Kamel Benamara, Mokhtar Keche &#8211; Efficient Road Traffic Video Congestion Classification based on The Multi-Head Self-Attention Vision Transformer Model, Transport and Telecommunication Journal, (2024)<\/li>\n<li>Khalladi, S. A., Ouessai, A., Benamara, N. K., &amp; Keche, M. (2024). Deep-Learning-Based Microscopic Approach for Road Traffic Congestion Classification in Highway and Urban Roads Under Adverse Conditions.\u00a0<i>Transportation Research Record<\/i>,\u00a0<i>2678<\/i>(11), 1777-1795.<\/li>\n<li>Khalladi, Sofiane Abdelkrim, Asm\u00e2a Ouessai, and Mokhtar Keche. \u00ab\u00a0Vision Based Classification of Nocturnal Road Traffic Using a Custom Deep Convolution Neural Network.\u00a0\u00bb\u00a0<i>Advances in Systems Science and Applications<\/i>\u00a024.1 (2024): 129-141.<\/li>\n<li>Sofiane Abdelkrim Khalladi, Ouessai, A. &amp; Keche, M. Road Traffic Classification from Nighttime Videos Using the Multihead Self-Attention Vision Transformer Model and the SVM.\u00a0<i>Aut. Control Comp. Sci.<\/i>\u00a0<b>58<\/b>, 544\u2013554 (2024). <a href=\"https:\/\/doi.org\/10.3103\/S0146411624700652\">https:\/\/doi.org\/10.3103\/S0146411624700652<\/a><\/li>\n<li>Lakhdar Djelloul Mazouz, Abdelkrim Meche, Abdelaziz Ouamri, Abdel Wahab Ait Darna. Two tage HOG\/SVM for license plate detection and recognition. Indonesian Journal of Electrical En gineering and Computer Science, Vol. 34, No. 1, April 2024, pp. 210-223.<\/li>\n<li>Bennaoui, A., Guezouri, M. &amp; Keche, M. Improving VANET Data Dissemination Efficiency with Deep Neural Networks.\u00a0<i>J Netw Syst Manage<\/i>\u00a0<b>32<\/b>, 81 (2024). <a href=\"https:\/\/doi.org\/10.1007\/s10922-024-09858-0\">https:\/\/doi.org\/10.1007\/s10922-024-09858-0<\/a><\/li>\n<li><span class=\"ArticleContentText\" tabindex=\"0\">Asmaa Hadjer Saboundji<\/span>,\u00a0<span class=\"ArticleContentText\" tabindex=\"0\">Mokhtar Keche<\/span>,\u00a0and\u00a0<span class=\"ArticleContentText\" tabindex=\"0\">Mohammed Dahmani<\/span>\u00a0\u00ab\u00a0Efficient phase difference\u2013based visible light positioning system,\u00a0\u00bb<span class=\"CitationJournalName\">\u00a0Optical Engineering<\/span> 63(7), 078101 (2 July 2024) <a class=\"ArticleContentSignText\" href=\"https:\/\/doi.org\/10.1117\/1.OE.63.7.078101\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1117\/1.OE.63.7.078101<\/a><\/li>\n<\/ul>\n<p><strong style=\"color: #294a70; font-family: 'Merriweather Sans', sans-serif; font-size: 20px;\">Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/p>\n<ul>\n<li>Khalladi, Sofiane Abdelkrim, Asm\u00e2a Ouessai, and Mokhtar Keche. \u00ab\u00a0Nighttime Road Traffic Videos Classification based on a Custom Deep Convolutional Neural Network.\u00a0\u00bb\u00a0<i>AIJR Abstracts<\/i>\u00a0(2024): 145-146.<\/li>\n<li class=\"nova-legacy-e-list__item\">Boussadia, Halima, Abdelkrim, Meche , Arezki, Si Mohammed Mohammed\u00a0 and\u00a0 Boughanmi, Nabil \u00ab\u00a0\u03b1\u03b2 filter for Spacecraft Attitude Estimation. \u00a0\u00bb International Conference on Industrial Maintennace and Production<\/li>\n<li>Lakhdar, Djelloul &amp; Abdelkrim, Meche &amp; Mohammed, Dahmani &amp; Darna, Abdel. (2024). A MOG-HOG Combination for automatic video surveillance in a smart city. International Smart City Conference ISCC\u201924<\/li>\n<\/ul>\n<h2><strong>2023:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Diallo, B.; Ouamri, A.; Keche, M. A Hybrid Approach for WebRTC Video Streaming on <strong>Resource-Constrained<\/strong> Devices.\u00a0<em style=\"line-height: inherit; max-height: 1e+06px; color: #222222; font-family: 'helvetica neue', Helvetica, Roboto, Arial, sans-serif; font-size: 12px; text-align: start;\">Electronics<\/em>\u00a02023,\u00a0<em style=\"line-height: inherit; max-height: 1e+06px; color: #222222; font-family: 'helvetica neue', Helvetica, Roboto, Arial, sans-serif; font-size: 12px; text-align: start;\">12<\/em>, 3775.<a href=\"https:\/\/doi.org\/10.3390\/electronics12183775\"> https:\/\/doi.org\/10.3390\/electronics12183775<\/a>.<\/li>\n<li>Deville, Y.; <strong>Brezini, S.E.; Benhalouche, F.Z.; Karoui, M.S.<\/strong>; Guillaume, M.; Lenot, X.; Lafrance, B.; Chami, M.; Jay, S.; Minghelli, A.; et al. Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects.\u00a0<em>Remote Sens.<\/em>\u00a0<b>2023<\/b>,\u00a0<em>15<\/em>, 4583. <a href=\"https:\/\/doi.org\/10.3390\/rs15184583\">https:\/\/doi.org\/10.3390\/rs15184583<\/a><\/li>\n<li>Abderrahmane, Naoum, et al. \u00ab\u00a0Efficient background subtraction method based on fast independent component analysis in video-surveillance.\u00a0\u00bb\u00a0<i>Indonesian Journal of Electrical Engineering and Computer Science<\/i>\u00a032.1 (2023): 197-205.<\/li>\n<li>Boussadia, Halima, Mohammed Arezki Si Mohammed,<strong> Abdelkrim Meche<\/strong>, Nabil Boughanmi, Abdelkader Slimane, and Abdellatif Bellar. \u00ab\u00a0Estimation of satellite attitude dynamics and external torques via mixed Kalman\/H-infinity filter under inertia uncertainties.\u00a0\u00bb\u00a0<i>Aerospace Systems<\/i>\u00a06, no. 4 (2023): 633-640.<\/li>\n<li>Mahi, Zoubida, Moussa Sofiane Karoui, and Mokhtar Keche. \u00ab\u00a0A new star detection approach for a satellite-onboard star tracker.\u00a0\u00bb\u00a0<i>Advances in Space Research<\/i>\u00a072.6 (2023): 2336-2350.<\/li>\n<li><strong>Brezini, S.E.;<\/strong> Deville, Y. Hyperspectral and Multispectral Image Fusion with Automated Extraction of Image-Based Endmember Bundles and Sparsity-Based Unmixing to Deal with Spectral Variability.\u00a0<em style=\"line-height: inherit; max-height: 1e+06px; color: #222222; font-family: 'helvetica neue', Helvetica, Roboto, Arial, sans-serif; font-size: 12px; text-align: start;\">Sensors<\/em>\u00a02023,\u00a0<em style=\"line-height: inherit; max-height: 1e+06px; color: #222222; font-family: 'helvetica neue', Helvetica, Roboto, Arial, sans-serif; font-size: 12px; text-align: start;\">23<\/em>, 2341. <a href=\"https:\/\/doi.org\/10.3390\/s23042341\">https:\/\/doi.org\/10.3390\/s23042341<\/a><\/li>\n<li>Saboundji, Asmaa Hadjer Accurate Indoor Positioning System Based on Visible Light \/\/ Asmaa Hadjer Saboundji, Mokhtar Keche, Mohammed Dahmani \/\/ Advances in Systems Science and Applications. &#8211; 2023. \u2116 3 23. &#8211; 139-152.<\/li>\n<li>Boumedine, Ahmed Yassine, Samia Bentaieb, and Abdelaziz Ouamri. \u00ab\u00a0An improved KNN classifier for 3D face recognition based on SURF descriptors.\u00a0\u00bb\u00a0<i>Journal of Applied Security Research<\/i>\u00a018.4 (2023): 808-826.<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li><strong>Bekhtaoui, Z., Meche, A.<\/strong>, Abed-Meraim,<strong> K., &amp; Dahmani, M.<\/strong> (2023, February). Direction of arrival tracking using adaptive robust subspace decomposition and Kalman filter. In\u00a0<i>2023 20th International Multi-Conference on Systems, Signals &amp; Devices (SSD)<\/i>\u00a0(pp. 771-776). IEEE.<\/li>\n<\/ul>\n<h2><strong>2022:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Bekhtaoui, Z., Abed-Meraim, K., Meche, A., &amp; Thameri, M. (2022). A New Robust Adaptive Algorithm for Second Order Blind Source Separation.\u00a0<i>ENP Engineering Science Journal<\/i>,\u00a0<i>2<\/i>(1), 21-28.<\/li>\n<li>Bekhtaoui, Z., Abed-Meraim, K., &amp; Meche, A. (2022). Robust adaptive algorithms for fast principal component analysis.\u00a0<i>Digital Signal Processing<\/i>,\u00a0<i>127<\/i>, 103561.<\/li>\n<li>Boussadia, H., Mohammed, M. A. S., Boughanmi, N., <strong>Meche, A<\/strong>., &amp; Bellar, A. (2022). A combined configuration (\u03b1\u03b2 filter-TRIAD algorithm) for spacecraft attitude estimation based on in-Orbit Flight Data.\u00a0<i>Aerospace systems<\/i>,\u00a0<i>5<\/i>(2), 223-232.<\/li>\n<li>Boussadia, Halima, Arezki Mohamed Si Mohammed, Nabil Boughanmi, and <strong>Abdelkrim Meche<\/strong>. \u00ab\u00a0Sliding Mode Control Based on Backstepping Approach for Microsatellite Attitude Pointing.\u00a0\u00bb\u00a0<i>Engineering Proceedings<\/i>\u00a014, no. 1 (2022): 24.<\/li>\n<li>Ouessai, Asm\u00e2a, and Mokhtar Keche. \u00ab\u00a0IMM\/EKF filter based classification of real-time freeway video traffic without learning.\u00a0\u00bb\u00a0<i>Transportation Letters<\/i>\u00a014.6 (2022): 610-621.<\/li>\n<li>Z. Bekhtaoui, K. Abed-Meraim, A. Meche and M. Thameri. A New Robust Adaptive Algorithm for Second Order Blind Source Separation. ENP Engineering Science Journal, 2022, vol. 2, no 1,<br \/>p. 21-28.<\/li>\n<li>Boumedine, Ahmed Yassine, Samia Bentaieb, and Abdelaziz Ouamri. \u00ab\u00a0Learning Normal Maps for Robust 3D Face Recognition from Kinect Data.\u00a0\u00bb\u00a0<i>International Journal of Applied Evolutionary Computation (IJAEC)<\/i> 13.2 (2022): 1-11<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>Nadir Kamel Benamara, Aiman Al-Fahad, Mokhtar Keche &#8211; A new CNN-based Anti-spoofing Technique against 3D-Face Mask Replica Attacks &#8211; The Second International Workshop on Artificial Intelligence and Smart City Applications (IWAISCA),<\/li>\n<li><strong>Benhalouche, F. Z., Karoui, M. S., Brezini,<\/strong> S. E., Deville, Y., &amp; Benkouider, Y. K. (2022, March). Hypersharpening Based on Extended Coupled Nonnegative Matrix Factorization Addressing Spectral Variability. In\u00a0<i>2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)<\/i>\u00a0(pp. 70-73). IEEE.<\/li>\n<li>Hadjira, Benoudnine, and <strong>Meche Abdelkrim.<\/strong> \u00ab\u00a0The Effect of the Width of Nonstationary Spikes on their Detection using the Kalman Filter.\u00a0\u00bb\u00a0<i>2022 7th International Conference on Image and Signal Processing and their Applications (ISPA)<\/i>. IEEE, 2022.<\/li>\n<li>Saboundji, Asmaa Hadjer, Souhila Meziane, Mohammed Dahmani, Abdelkrim Meche, and Mokhtar Keche. \u00ab\u00a0Accurate visible light positioning system using neural network.\u00a0\u00bb In\u00a0<i>2022 7th International Conference on Image and Signal Processing and their Applications (ISPA)<\/i>, pp. 1-5. IEEE, 2022.<\/li>\n<li>Mahi, Zoubida, Moussa Sofiane Karoui, and Mokhtar Keche. \u00ab\u00a0A new star detection algorithm based on the combination of thresholding and filtering technique.\u00a0\u00bb In\u00a0<i>2022 7th International Conference on Image and Signal Processing and their Applications (ISPA)<\/i>, pp. 1-6. IEEE, 2022.<\/li>\n<li><strong>Karoui, Moussa Sofiane, Fatima Zohra Benhalouche,<\/strong> and Yannick Deville. \u00ab\u00a0Hyperspectral Unmixing with a Modified Augmented Linear Mixing Model Addressing Spectral Variability.\u00a0\u00bb In\u00a0<i>2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)<\/i>, pp. 66-69. IEEE, 2022.<\/li>\n<li><strong>Ouessai, Asm\u00e2a<\/strong>, Abdelkader Tami, and Fatima Abbou. \u00ab\u00a0Digital Modulation Classification Based on Automatic K-Nearest Neighbors Classifier.\u00a0\u00bb\u00a0<i>International Conference on Artificial Intelligence: Theories and Applications<\/i>. Cham: Springer Nature Switzerland, 2022.<\/li>\n<li><span class=\"fontstyle0\">K. El Maati, H. Benoudnine and A. Meche, The E\u001bect of the Width of Non-stationary Spikes on their Detection using the Kalman Filter, The <\/span><span class=\"fontstyle2\">7<\/span><span class=\"fontstyle3\">th <\/span><span class=\"fontstyle0\">International Conference on the Image and Signal Processing and their Applications, May 8-9, 2022, Mostaganem, Algeria.<\/span><\/li>\n<li>W. M. Cherif and T. B. Stambouli, \u00ab\u00a0Active Contour Based Segmentation and CNN for Palmprint Recognition,\u00a0\u00bb\u00a0<em>2022 2nd International Conference on New Technologies of Information and Communication (NTIC)<\/em>, Mila, Algeria, 2022, pp. 1-6, doi: 10.1109\/NTIC55069.2022.10100511.<\/li>\n<li>W. Bouzi, S. Bentaieb and A. Ouamri, \u00ab\u00a0Embedded Raspberry Pi Vehicle Detection and Classification using Single Shot Detector and Dilated Multi-Column Convolutional Neural Network,\u00a0\u00bb\u00a0<em>2022 3rd International Conference on Embedded &amp; Distributed Systems (EDiS)<\/em>, Oran, Algeria, 2022, pp. 22-27, doi: 10.1109\/EDiS57230.2022.9996516.<\/li>\n<li>Nachet, Randa, and Tarik Boudghene Stambouli. \u00ab\u00a0A real time object detection system for infant safe sleep based on yolov5 algorithm.\u00a0\u00bb\u00a0<i>2022 3rd International Conference on Embedded &amp; Distributed Systems (EDiS)<\/i>. IEEE, 2022.<\/li>\n<li>Nachet, Randa, and Tarik Boudghene Stambouli. \u00ab\u00a0Improved Face Recognition Rate Using Convolutional Neural Networks.\u00a0\u00bb\u00a0<i>2022 2nd International Conference on New Technologies of Information and Communication (NTIC)<\/i>. IEEE, 2022.<\/li>\n<li>Bouzi, W., Bentaieb, S., Ouamri, A., &amp; Boumedine, A. Y. (2022, May). Multi-Column Convolutional Neural Network for Vehicle-Type Classification. In\u00a0<i>International Conference on Computing Systems and Applications<\/i>\u00a0(pp. 349-359).\u00a0<\/li>\n<\/ul>\n<h2><strong>2021:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Brezini, S. E., Karoui, M. S., Benhalouche, F. Z., Deville, Y., &amp; Ouamri, A. (2021). Hypersharpening by an NMF-unmixing-based method addressing spectral variability.\u00a0<i>IEEE Geoscience and Remote Sensing Letters<\/i>,\u00a0<i>19<\/i>, 1-5.<\/li>\n<li>Nadir Kamel Benamara, Ehlem Zigh, Tarik Boudghene Stambouli, Mokhtar Keche &#8211; Towards a Robust Thermal-Visible Heterogeneous Face Recognition Approach Based on a Cycle Generative Adversarial Network, International Journal of Interactive Multimedia and Artificial Intelligence, (2021)<\/li>\n<li><b>Nadir Kamel Benamara<\/b>, Mikel Val-Calvo, Jos\u00e9 Ram\u00f3n \u00c1lvarez-S\u00e1nchez, Alejandro D\u00edaz-Morcillo, Jos\u00e9 Manuel Ferr\u00e1ndez-Vicente, Eduardo Fern\u00e1ndez-Jover, <strong>Tarik Boudghene Stambouli<\/strong> &#8211; Real-time facial expression recognition using smoothed deep neural network ensemble &#8211; Integrated Computer-Aided Engineering Journal, vol 28, no 01, pp 97-111, 2021<\/li>\n<li><strong>Benhalouche, Fatima Zohra<\/strong>, Yannick Deville, <strong>Moussa Sofiane Karoui, and Abdelaziz Ouamri<\/strong>. \u00ab\u00a0Hyperspectral unmixing based on constrained bilinear or linear-quadratic matrix factorization.\u00a0\u00bb\u00a0<i>Remote Sensing<\/i>\u00a013, no. 11 (2021): 2132.<\/li>\n<li>Ouessai, M. Keche, \u201cIMM\/EKF filter based classification of freeway video traffic without learning\u201d, Transportation Letters The International Journal of Transportation Research. 2021<\/li>\n<li>Alfakih, Marwan, Mokhtar Keche, and Hadjira Benoudnine. \u00ab\u00a0A Kalman\u2010filter\u2010based fusion method for accurate urban localisation.\u00a0\u00bb\u00a0<i>IET Communications<\/i>\u00a015.5 (2021): 653-663.<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li><strong>Nadir Kamel Benamara, Mokhtar Keche<\/strong>, Murisi Wellington, Zhou Munyaradzi &#8211; Securing E-payment Systems by RFID and Deep Facial Biometry &#8211; 1st International Conference on Artificial Intelligence and Data Analytics, Apr 6-7, 2021<\/li>\n<li>Brezini, S. E., Deville, Y., Karoui, M. S., Benhalouche, F. Z., &amp; Ouamri, A. (2021, July). A Penalization-Based NMF Approach for Hyperspectral Unmixing Addressing Spectral Variability with an Additively-Tuned Mixing Model. In\u00a0<i>2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS<\/i>\u00a0(pp. 3841-3844). IEEE.<\/li>\n<li>Karoui, M. S., Benhalouche, F. Z., Brezini, S. E., Deville, Y., &amp; Benkouider, Y. K. (2021, July). Hypersharpening by a Multiplicative Joint-Criterion NMF Method Addressing Spectral Variability. In\u00a0<i>2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS<\/i>\u00a0(pp. 4472-4475). IEEE.<\/li>\n<li><strong>Benhalouche, Fatima Zohra<\/strong>, Oussama Benabbou, Lahsen Wahib Kebir, Ahmed Bennia, <strong>Moussa Sofiane Karoui<\/strong>, and Yannick Deville. \u00ab\u00a0An Informed NMF-Based Unmixing Approach for Mineral Detection and Mapping in the Algerian Central Hoggar Using PRISMA Remote Sensing Hyperspectral Data.\u00a0\u00bb In\u00a0<i>2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS<\/i>, pp. 1863-1866. IEEE, 2021.<\/li>\n<li><strong>Benhalouche, Fatima Zohra, Moussa Sofiane Karoui<\/strong>, and Yannick Deville. \u00ab\u00a0Gradient-based NMF methods for hyperspectral unmixing addressing spectral variability with a multiplicative-tuning linear mixing model.\u00a0\u00bb In\u00a0<i>2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS<\/i>, pp. 3205-3208. IEEE, 2021.<\/li>\n<\/ul>\n<h2><strong>2020:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Alfakih, Marwan, Mokhtar Keche, Hadjira Benoudnine, and Abdelkrim Meche. \u00ab\u00a0Improved Gaussian mixture modeling for accurate Wi-Fi based indoor localization systems.\u00a0\u00bb\u00a0<i>Physical Communication<\/i>\u00a043 (2020): 101218.<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>Brezini, S. E., Karoui, M. S., Benhalouche, F. Z., Deville, Y., &amp; Ouamri, A. (2020, March). An NMF-based method for hyperspectral unmixing using a structured additively-tuned linear mixing model to address spectral variability. In\u00a0<i>2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)<\/i>\u00a0(pp. 45-48). IEEE.<\/li>\n<li>Lakhdar, D. M., Abdelkrim, M., &amp; Mohammed, D. (2020, May). Optimisation of the implementations in fixed and floating point of tracking algorithm on DSP of C6000 of TI\u2019s familly. In\u00a0<i>2020 1st International Conference on Communications, Control Systems and Signal Processing (CCSSP)<\/i>\u00a0(pp. 254-259). IEEE.<\/li>\n<li><strong>Benhalouche, F. Z.<\/strong>, Benabbou, O., <strong>Karoui, M. S.<\/strong>, Kebir, L. W., &amp; Deville, Y. (2020, March). Detecting and Mapping Kaolinite in the Algerian Central Hoggar with a Partial Linear NMF-Based Unmixing Method. In\u00a0<i>2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)<\/i>\u00a0(pp. 204-207). IEEE.<\/li>\n<li><strong>Karoui, M. S., Benhalouche, F. Z.<\/strong>, Deville, Y., &amp; Djerriri, K. (2020, March). A Linear NMF-Unmixing-Based Approach Addressing Spectral Variability For Shadow Compensation In Hyperspectral Remote Sensing Data. In\u00a0<i>2020 Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS)<\/i>\u00a0(pp. 121-124). IEEE.<\/li>\n<\/ul>\n<h2><strong>2019:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li><strong>Karoui, Moussa Sofiane, Fatima Zohra Benhalouche<\/strong>, Yannick Deville, Khelifa Djerriri, Xavier Briottet, Thomas Houet, Arnaud Le Bris, and Christiane Weber. \u00ab\u00a0Partial linear NMF-based unmixing methods for detection and area estimation of photovoltaic panels in urban hyperspectral remote sensing data.\u00a0\u00bb\u00a0<i>Remote Sensing<\/i>\u00a011, no. 18 (2019): 2164.<\/li>\n<li>A. Ouessai, M. Keche, \u201cReal-time freeway traffic state estimation based on the second order divided difference Kalman filter\u201d. <em>Transport and telecommunication journal<\/em>, 2019.<\/li>\n<li><span class=\"fontstyle0\">A. Meche, M. Dahmani, H. Benoudnine, A. Ouamri and M. Keche, Driver&rsquo;s Assistance Technique based on Images Processing and Target Tracking. International Journal of Electrical, Electronics and Data Communication (IJEEDC), Volume 7, Issue-6, Juin 2019, Pages 34-41.<\/span><\/li>\n<li><span class=\"fontstyle0\">A. Bensoukhal, M. Keche and A. Meche, Fast unscented Kalman \u001clter for projective tracking. International Journal of Imaging and Robotics, Volume 19, Issue No. 2,Year 2019, Pages 13-28<\/span><\/li>\n<li>Tami, Abdelkader, Mokhtar Keche, and Boubaker S. Bouazza. \u00ab\u00a0New OSTBC for blind channel estimation and tracking in MIMO-OFDM systems.\u00a0\u00bb\u00a0<i>Journal of Telecommunications and Information Technology<\/i>\u00a03 (2019): 49-57.<\/li>\n<li>Alfakih, Marwan, and Mokhtar Keche. \u00ab\u00a0An enhanced indoor positioning method based on Wi-fi RSS fingerprinting.\u00a0\u00bb\u00a0<i>Journal of Communications Software and Systems<\/i>\u00a015.1 (2019): 18-25.<\/li>\n<li>Bahmed, Farah, Madani Ould Mammar, and Abdelaziz Ouamri. \u00ab\u00a0A multimodal hand recognition system based on finger inner-knuckle print and finger geometry.\u00a0\u00bb\u00a0<i>Journal of Applied Security Research<\/i>\u00a014.1 (2019): 48-73.<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>Deville, Y., <strong>Brezini, S.E., Benhalouche, F.Z., Karoui,<\/strong> M.S., Guillaume, M., Lenot, X., Lafrance, B., Chami, M., Jay, S., Minghelli, A. and Briottet, X., 2019, July. Hyperspectral Oceanic Remote Sensing with Adjacency Effects: From Spectral-Variability-Based Modeling to Performance of Associated Blind Unmixing Methods. In\u00a0<i>IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium<\/i>\u00a0(pp. 282-285). IEEE.<\/li>\n<li><b>Nadir Kamel Benamara<\/b>, Mikel Val-Calvo, Jos\u00e9 Ram\u00f3n \u00c1lvarez-S\u00e1nchez, Alejandro D\u00edaz-Morcillo, Jos\u00e9 Manuel Ferr\u00e1ndez-Vicente, Eduardo Fern\u00e1ndez-Jover, <strong>Tarik Boudghene Stamboul<\/strong>i &#8211; Real-Time Emotional Recognition for Sociable Robotics Based on Deep Neural Networks Ensemble &#8211; 8th International Work-Conference on the Interplay between Natural and Artificial Computation<\/li>\n<li>Brezini, S. E., Karoui, M. S., Benhalouche, F. Z., Deville, Y., &amp; Ouamri, A. (2019, October). A pixel-by-pixel NMF-based method for hyperspectral unmixing using a new linear mixing model to address additively-tuned spectral variabilty. In\u00a0<i>Image and Signal Processing for Remote Sensing XXV<\/i>\u00a0(Vol. 11155, pp. 152-158). SPIE.<\/li>\n<li>Abdelkrim, Meche, Dahmani Mohammed, Bettayeb Maamar, Keche Mokhtar, and Ouamri Abdelaziz. \u00ab\u00a0Efficiency of quadrature Kalman filter within long range target tracking problem.\u00a0\u00bb In\u00a0<i>2019 6th International Conference on Image and Signal Processing and their Applications (ISPA)<\/i>, pp. 1-6. IEEE, 2019.<\/li>\n<li>Mazouz, L. Djelloul, A. Meche, and M. Dahmani. \u00ab\u00a0An Efficient Real Time Implementation of a Fast IMM for Tracking a Manoeuvring Target.\u00a0\u00bb In\u00a0<i>2019 International Conference on Advanced Electrical Engineering (ICAEE)<\/i>, pp. 1-6. IEEE, 2019.<\/li>\n<li>Mahi, Zoubida, and Moussa Sofiane Karoui. \u00ab\u00a0A comparative study of star detection methods for a satellite-onboard star tracker.\u00a0\u00bb\u00a0<i>2019 International Conference on Advanced Electrical Engineering (ICAEE)<\/i>. IEEE, 2019.<\/li>\n<li>Ouessai, Asmaa, and Mokhtar Keche. \u00ab\u00a0Calibration of Fundamental Diagram for Macroscopic Freeway Traffic Flow Model Using Whale Optimization Algorithm.\u00a0\u00bb\u00a0<i>2019 6th International Conference on Image and Signal Processing and their Applications (ISPA)<\/i>. IEEE, 2019.<\/li>\n<\/ul>\n<h2><strong>2018:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Samia Bentaieb,\u00a0<span class=\"ArticleContentText\" tabindex=\"0\">Abdelaziz Ouamri<\/span>,\u00a0<span class=\"ArticleContentText\" tabindex=\"0\">Amine Nait-Ali<\/span>,\u00a0and\u00a0<span class=\"ArticleContentText\" tabindex=\"0\">Mokhtar Keche<\/span>\u00a0\u00ab\u00a0Face recognition from unconstrained three-dimensional face images using multitask sparse representation,\u00a0\u00bb<span class=\"CitationJournalName\">\u00a0Journal of Electronic Imaging<\/span>\u00a027(1), 013008 (19 January 2018).\u00a0<a class=\"ArticleContentSignText\" href=\"https:\/\/doi.org\/10.1117\/1.JEI.27.1.013008\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1117\/1.JEI.27.1.013008<\/a><\/li>\n<li>\n<div class=\"art_title\"><a href=\"https:\/\/www.inderscienceonline.com\/doi\/abs\/10.1504\/IJBM.2018.091633\">New face expression recognition using polar angular radial transform and principal component analysis<\/a><\/div>\n<div class=\"art_authors\"><span class=\"NLM_string-name\">Im\u00e8ne Taleb<\/span>,\u00a0<span class=\"NLM_string-name\">Madani Ould Mammar<\/span>, and\u00a0<span class=\"NLM_string-name\">Abdelaziz Ouamri<\/span><\/div>\n<p><span class=\"journalName\">International Journal of Biometrics<\/span>\u00a0<span class=\"year\">2018<\/span>\u00a0<span class=\"volume\">10<\/span>:<span class=\"issue\">2<\/span>,\u00a0<span class=\"page\">176-194<\/span><\/p>\n<\/li>\n<li>Baquhaizel, Abdullah Salem, et al. \u00ab\u00a0Person re-identification based on sad and histogram in a non-overlapping camera network.\u00a0\u00bb\u00a0<i>Advances in Systems Science and Applications<\/i>\u00a018.3 (2018): 1-16.<\/li>\n<li>Alfakih, Marwan, Mokhtar Keche, and Hadjira Benoudnine. \u00ab\u00a0A new Wi-Fi\/GPS fusion method for robust positioning in urban environments.\u00a0\u00bb\u00a0<i>Physical Communication<\/i>\u00a031 (2018): 10-20.<\/li>\n<li>Hamdan, Bensenane, and Keche Mokhtar. \u00ab\u00a0A self-immune to 3D masks attacks face recognition system.\u00a0\u00bb\u00a0<i>Signal, Image and Video Processing<\/i>\u00a012 (2018): 1053-1060.<\/li>\n<li>Hamdan, Bensenane, and Keche Mokhtar. \u00ab\u00a0The detection of spoofing by 3D mask in a 2D identity recognition system.\u00a0\u00bb\u00a0<i>Egyptian Informatics Journal<\/i>\u00a019.2 (2018): 75-82.<\/li>\n<li>Hamdan, Bensenane, and Keche Mokhtar. \u00ab\u00a0Face recognition using angular radial transform.\u00a0\u00bb\u00a0<i>Journal of King Saud University-Computer and Information Sciences<\/i>\u00a030.2 (2018): 141-151.<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li><b>Nadir Kamel Benamara<\/b>, Ehlem Zigh, Tarik Boudghene Stambouli, Mokhtar Keche &#8211; Combined and Weighted Features for Robust Multispectral Face Recognition &#8211; 6th IFIP International Conference on Computational Intelligence and Its Application.<\/li>\n<li><span class=\"fontstyle0\">A. Saboundji, A. Meche, M. Dahmani and M. Keche, \u00ab\u00a0Audio signal transmission within visible light based communication\u00a0\u00bb, <\/span><span class=\"fontstyle2\">2<\/span><span class=\"fontstyle3\">nd <\/span><span class=\"fontstyle0\">International Conference, Optics and Photonics Algeria Mai 05- 06, 2018, Oran, Algeria.<\/span><\/li>\n<li><span class=\"fontstyle0\">A. Meche and M. Dahmani, \u00ab\u00a0Image Transmission by Light Fidelity\u00a0\u00bb, 2nd International Conference, Optics and Photonics Algeria Mai 05-06, 201, Oran, Algeria<\/span><\/li>\n<li><span class=\"fontstyle0\">M. Dahmani, B.A. Gulele, A. Meche, M. Keche, \u00ab\u00a0Very Low cost Li-Fi\/VLC Prototype for Vehicleto-Vehicle communication\u00a0\u00bb, 2nd International Conference, Optics and Photonics Algeria Mai 05-06, 2018, Oran, Algeria<\/span><\/li>\n<\/ul>\n<h2><strong>2017:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>Bekhtaoui, Z., A. Meche, M. Dahmani, and K. ABED Meraim. \u00ab\u00a0Maneuvering target tracking using q-learning based Kalman filter.\u00a0\u00bb In\u00a0<i>2017 5th International Conference on Electrical Engineering-Boumerdes (ICEE-B)<\/i>, pp. 1-5. IEEE, 2017.<\/li>\n<li>Dahmani, Mohammed, Abdelkrim Meche, Mokhtar Keche, and Abdelaziz Ouamri. \u00ab\u00a0A new decoupled unbiased converted measurement adaptive alpha-beta filter developed for target tracking.\u00a0\u00bb In\u00a0<i>2017 Seminar on Detection Systems Architectures and Technologies (DAT)<\/i>, pp. 1-6. IEEE, 2017.<\/li>\n<li>Meche, Abdelkrim, Mohammed Dahmani, and Mokhtar Keche. \u00ab\u00a0Adaptive fastimm filter for tracking a maneuvering target using nonlinear measurements.\u00a0\u00bb In\u00a0<i>2017 Seminar on Detection Systems Architectures and Technologies (DAT)<\/i>, pp. 1-8. IEEE, 2017.<\/li>\n<li>Dahmani, Mohammed, Abdelkrim Meche, Mokhtar Keche, and Abdelaziz Ouamri. \u00ab\u00a0A new decoupled unbiased converted measurement adaptive alpha-beta filter developed for target tracking.\u00a0\u00bb In\u00a0<i>2017 Seminar on Detection Systems Architectures and Technologies (DAT)<\/i>, pp. 1-6. IEEE, 2017.<\/li>\n<li>Meche, Abdelkrim, Mohammed Dahmani, and Mokhtar Keche. \u00ab\u00a0Adaptive fastimm filter for tracking a maneuvering target using nonlinear measurements.\u00a0\u00bb In\u00a0<i>2017 Seminar on Detection Systems Architectures and Technologies (DAT)<\/i>, pp. 1-8. IEEE, 2017.<\/li>\n<\/ul>\n<h2><strong>2016:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Karoui, M. S., Deville, Y., Benhalouche, F. Z., &amp; Boukerch, I. (2016). Hypersharpening by joint-criterion nonnegative matrix factorization.\u00a0<i>IEEE transactions on geoscience and remote sensing<\/i>,\u00a0<i>55<\/i>(3), 1660-1670.<\/li>\n<li>Dahmani, Mohammed, Abdelkrim Meche, Mokhtar Keche, and Karim Abed-Meraim. \u00ab\u00a0An improved fuzzy alpha-beta filter for tracking a highly maneuvering target.\u00a0\u00bb\u00a0<i>Aerospace Science and Technology<\/i>\u00a058 (2016): 298-305.<\/li>\n<li>Benoudnine, Hadjira, Abdelkrim Meche, Mokhtar Keche, Abdelaziz Ouamri, and Malcolm S. Woolfson. \u00ab\u00a0Real time Hough transform based track initiators in clutter.\u00a0\u00bb\u00a0<i>Information Sciences<\/i>\u00a0337 (2016): 82-92.<\/li>\n<li>Benkouider, Y. K., &amp; Keche, M. (2016). Mobile localization and tracking with LOS and NLOS identification in wireless sensor networks.\u00a0<i>International Journal on Smart Sensing and Intelligent Systems<\/i>,\u00a0<i>9<\/i>(2), 1054-1072.<\/li>\n<li>Othman SA, Stambouli TB. Undecimated discrete wavelet transform for touchless 2D fingerprint identification. International Journal of Biometrics. 2016;8(3-4):202-15.<\/li>\n<li>Benoudnine, Hadjira, et al. \u00ab\u00a0Real time Hough transform based track initiators in clutter.\u00a0\u00bb\u00a0<i>Information Sciences<\/i>\u00a0337 (2016): 82-92.<br \/>\n<table style=\"height: 40px;\" width=\"657\">\n<tbody>\n<tr>\n<td>\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>Mohammed, Dahmani, Dounia Khawther Dihya Bourzig, Meche Abdelkim, and Keche Mokhtar. \u00ab\u00a0Digital data transmission via Visible Light Communication (VLC): Application to vehicle to vehicle communication.\u00a0\u00bb In\u00a0<i>2016 4th International Conference on Control Engineering &amp; Information Technology (CEIT)<\/i>, pp. 1-5. IEEE, 2016.<\/li>\n<\/ul>\n<h2><strong>2015:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Abdelkrim, Meche, Dahmani Mohammed, and Keche Mokhtar. \u00ab\u00a0Pseudo steady state filters for target tracking with polar measurements.\u00a0\u00bb\u00a0<i>Aerospace Science and Technology<\/i>\u00a043 (2015): 14-20.<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>Ouessai, Asmaa, and Mokhtar Keche. \u00ab\u00a0Development of road traffic flow model for nighttime conditions.\u00a0\u00bb\u00a0<i>2015 3rd International Conference on Control, Engineering &amp; Information Technology (CEIT)<\/i>. IEEE, 2015.<\/li>\n<li><span class=\"fontstyle0\">Third International Conference on Signal, Image, Vision &amp; their Applications 2015: Perspective Rectifcation Using Homography Planar : Plane Measuring. A. Bensoukehal, A. Meche and M. Keche, Guelma university, Algeria, November 23-25, 2015.<\/span><\/li>\n<li><span class=\"fontstyle0\">Workshop LAAR 2015: Utilisation d&rsquo;une cellule photovolta\u00efque dans la communication \u00e0 base de lumi\u00e8re visible (VLC). A. Meche, M. Dahmani et M. Keche, Universit\u00e9 USTO-MB, Oran, Alg\u00e9rie.<\/span><\/li>\n<li><span class=\"fontstyle0\">Workshop LAAR 2015: Transmission de donn\u00e9es num\u00e9riques via la lumi\u00e8re visible (LIFI). M. Dahmani, D. Bourzig, A. Meche et M. Keche, Universit\u00e9 USTO-MB, Oran, Alg\u00e9rie.<\/span><\/li>\n<\/ul>\n<h2><strong>2014:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Boumediene, Mohammed, et al. \u00ab\u00a0Multi-ROI association and tracking with belief functions: application to traffic sign recognition.\u00a0\u00bb\u00a0<i>IEEE Transactions on Intelligent Transportation Systems<\/i>\u00a015.6 (2014): 2470-2479.<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li><span class=\"fontstyle0\">The <\/span><span class=\"fontstyle2\">6<\/span><span class=\"fontstyle3\">th <\/span><span class=\"fontstyle0\">seminar on detection systems, architectures and technologies : An adaptive <\/span><span class=\"fontstyle4\">\u03b1\u03b2 fi<\/span><span class=\"fontstyle0\">lter for target tracking with polar measurements. A. Meche, M. Dahmani, M. Keche, H. Benoudnine and A. Ouamri. Algiers, Algeria, 17-19 February 2014.<\/span><\/li>\n<li><span class=\"fontstyle0\">The <\/span><span class=\"fontstyle2\">6<\/span><span class=\"fontstyle3\">th <\/span><span class=\"fontstyle0\">seminar on detection systems, architectures and technologies : An adaptive gain <\/span><span class=\"fontstyle4\">\u03b1\u03b2 <\/span><span class=\"fontstyle0\">tracker combined with the unscented transformation applied to nonlinear filterin. M. Dahmani, A. Meche, M. Keche and H. Benoudnine. Algiers, Algeria, 17-19 February 2014<\/span><\/li>\n<li><span class=\"fontstyle0\">Salon national de valorisation des r\u00e9sultats des programmes nationaux de recherche. Automatisation d&rsquo;un syst\u00e8me anti-vandalisme intelligent par analyse multimodale du comportement, A. Bensoukehal, M. Keche, A. Lelong, A. Meche et A. Ouamri. CCO Oran, Alg\u00e9rie, 08-09 Avril 2014<\/span><\/li>\n<\/ul>\n<h2><strong>2013:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>A.Ouessai, M.Keche, A.Ouamri \u201cRoad traffic density estimation using microscopic and macroscopic parameters\u201d. Journal of Image and Vision Computing 31 (2013) 887\u2013894.<\/li>\n<li>ABDELKRIM, Meche, MOHAMMED, Dahmani, MOKHTAR, Keche,\u00a0<i>et al.<\/i>\u00a0A simplified \u03b1\u03b2 based Gaussian sum filter.\u00a0<i>AEU-International Journal of Electronics and Communications<\/i>, 2013, vol. 67, no 4, p. 313-318.<\/li>\n<li>Mohammed, D., Abdelkrim, M., Mokhtar, K., Benoudnine, H., Enhanced Modifed Polar Coordinates Filter Applied to Bearing Only Tracking, (2013) International Review of Automatic Control<br \/>(IREACO), 6 (3), pp. 365-372.<\/li>\n<li>Boumehed, Meriem, et al. \u00ab\u00a0Moving objects localization by local regions based level set: Application on urban traffic.\u00a0\u00bb\u00a0<i>Journal of mathematical imaging and vision<\/i>\u00a046 (2013): 258-274.<\/li>\n<li>Boumediene, Mohammed, et al. \u00ab\u00a0Triangular traffic signs detection based on RSLD algorithm.\u00a0\u00bb\u00a0<i>Machine vision and applications<\/i>\u00a024 (2013): 1721-1732.<\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>Asmaa, Ouessai, Keche Mokhtar, and Ouamri Abdelaziz. \u00ab\u00a0Road traffic congestion estimation with macroscopic parameters.\u00a0\u00bb\u00a0<i>2013 11th International Symposium on Programming and Systems (ISPS)<\/i>. IEEE, 2013.<\/li>\n<li><span class=\"fontstyle0\">La deuxi\u00e8me \u00e9cole de g\u00e9om\u00e9trie et de topologie, G\u00e9o.2 : Contr\u00f4labilit\u00e9 et \u00e9nergie minimale de<br \/>contr\u00f4le pour des syst\u00e8mes lin\u00e9aires fractionnaires \u00e0 temps continu. S. Marir, D. Bouagada et A.<br \/>Meche. Ourgla, Alg\u00e9rie, 08-14 D\u00e9cembre 2013.<\/span><\/li>\n<\/ul>\n<h2><strong>2012:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>H. Benoudnine, M. Keche, A. Ouamri and M. S. Woolfson, \u00ab\u00a0New Efficient Schemes for Adaptive Selection of the Update Time in the IMMJPDAF,\u00a0\u00bb in\u00a0<em>IEEE Transactions on Aerospace and Electronic Systems<\/em>, vol. 48, no. 1, pp. 197-214, Jan. 2012, doi: 10.1109\/TAES.2012.6129630. keywords: {Radar tracking;Target tracking;Mathematical model;Adaptation models;Vectors},<\/li>\n<li>Karoui, Moussa Sofiane, et al. \u00ab\u00a0Blind spatial unmixing of multispectral images: New methods combining sparse component analysis, clustering and non-negativity constraints.\u00a0\u00bb\u00a0<i>Pattern Recognition<\/i>\u00a045.12 (2012): 4263-4278.<\/li>\n<\/ul>\n<h2><strong>\u00a0<\/strong><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li><span class=\"fontstyle0\">International conference on advanced communication and information systems (ICASIS&rsquo;2012), A<br \/>simplified cubature Kalman filltering applied to target tracking. M. Dahmani, A. Meche, M. Keche<br \/>et A.Ouamri. Batna, Algeria 12-13 December 2012<\/span><\/li>\n<\/ul>\n<h2><strong>2011:<\/strong><\/h2>\n<h2><strong>\u00a0<\/strong><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>MOHAMMED, Dahmani, ABDELKRIM, MECHE, MOKHTAR, KECHE,\u00a0<i>et al.<\/i>\u00a0Reduced cubature Kalman filtering applied to target tracking. In :\u00a0<i>The 2nd International Conference on Control, Instrumentation and Automation<\/i>. IEEE, 2011. p. 1097-1101.<\/li>\n<\/ul>\n<h2><strong>2010:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>Mohammed, D., Mokhtar, K., Abdelaziz, O., &amp; Abdelkrim, M. (2010). A new IMM algorithm using fixed coefficients filters (fastIMM).\u00a0<i>AEU-International Journal of Electronics and Communications<\/i>,\u00a0<i>64<\/i>(12), 1123-1127<\/li>\n<\/ul>\n<h2><strong>2009:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>H. Benoudnine, M. Keche, A. Ouamri and M .S. Woolfson, 2009. Fast Adaptive Update Rate for Tracking a Manoeuvring Target with a Phased Array Radar, Using IMM and MRIMM Algorithms.\u00a0<i>Journal of Applied Sciences, 9: 201-213.<\/i><\/li>\n<li>T.B. Stambouli, M. Keche and A. Ouamri, 2010. Iterative Feature Selection for Classification.\u00a0<i>Journal of Applied Sciences, 10: 1015-1018.<\/i><\/li>\n<\/ul>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>M. S. Karoui, Y. Deville, S. Hosseini, A. Ouamri and D. Ducrot, \u00ab\u00a0Improvement of remote sensing multispectral image classification by using Independent Component Analysis,\u00a0\u00bb\u00a0<em>2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing<\/em>, Grenoble, France, 2009, pp. 1-4, doi: 10.1109\/WHISPERS.2009.5289033<\/li>\n<\/ul>\n<h2><strong>2008:<\/strong><\/h2>\n<h2><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>Karoui, Moussa Sofiane, Yannick Deville, Shahram Hosseini, A. Ouamri, and Danielle Ducrot. \u00ab\u00a0Contribution of non-negative matrix factorization to the classification of remote sensing images.\u00a0\u00bb In\u00a0<i>Image and Signal Processing for Remote Sensing XIV<\/i>, vol. 7109, pp. 283-290. SPIE, 2008.<\/li>\n<\/ul>\n<h2><strong>2007:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li>OUAMRI, Abdelaziz et NA\u00cfT-ALI, Amine. ECG compression method using Lorentzian functions model.\u00a0<i>Digital Signal Processing<\/i>, 2007, vol. 17, no 1, p. 319-326.<\/li>\n<li>Guezouri, Mustapha, and Abdelaziz Ouamri. \u00ab\u00a0Optimizing routes quality and scattering in the AODV routing protocol.\u00a0\u00bb\u00a0<i>Journal of Computer Science &amp; Technology<\/i>\u00a07 (2007).<\/li>\n<\/ul>\n<h2><strong>\u00a0<\/strong><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>H. Benoudnine, M. Keche, A. Ouamri and M. S. Woolfson, \u00ab\u00a0Adaptive MRIMM algorithm for tracking manoeuvring target using a phased array radar,\u00a0\u00bb\u00a0<em>2007 IET International Conference on Radar Systems<\/em>, Edinburgh, UK, 2007, pp. 1-5, doi: 10.1049\/cp:20070496.<\/li>\n<li>M. Boumediene, A. Ouamri and N. Dahnoun, \u00ab\u00a0Lane Boundary Detection and Tracking using NNF and HMM Approaches,\u00a0\u00bb\u00a0<em>2007 IEEE Intelligent Vehicles Symposium<\/em>, Istanbul, Turkey, 2007, pp. 1107-1111, doi: 10.1109\/IVS.2007.4290265.<\/li>\n<\/ul>\n<h2><strong>2006:<\/strong><\/h2>\n<h2><strong>\u00a0<\/strong><strong>Communications in international conferences \/ <i>Communications dans des conf\u00e9rences internationales\u00a0<\/i><\/strong><\/h2>\n<ul>\n<li>Benoudnine, H., Keche, M., Ouamri, A. and Woolfson, M.S., 2006, August. Fast adaptive update rate for phased array radar using IMM target tracking algorithm. In\u00a0<i>2006 IEEE International Symposium on Signal Processing and Information Technology<\/i>\u00a0(pp. 277-282). IEEE.<\/li>\n<\/ul>\n<h2><strong>2004:<\/strong><\/h2>\n<h2><strong>\u00a0Publications in international journals \/\u00a0<i>Publications dans des revues internationales<\/i><\/strong><\/h2>\n<ul>\n<li><span class=\"fontstyle0\">A. Meche M. Dahmani, M. Keche, A. Ouamri, Application du \u001cltrage statistique \u00e0 la poursuite d&rsquo;une cible non manoeuvrante . pp 32-36 RADAR Num\u00e9ro 11 Octobre 2004. RADAR (Research And Development Air defense Review) publier par le CRD-CFDAT (Centre de Recherche du Commandement des Force de D\u00e9fonce A\u00e9rien sur le Territoire)<\/span><\/li>\n<\/ul>\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2025: Publications in international journals \/\u00a0Publications dans des revues internationales Cherif, W. M., Garrig\u00f3s, J., Zapata, J., &amp; Stambouli, T. B. (2025). ENHANCING PALMPRINT RECOGNITION: ANovel CUSTOMIZED LOOCV-DRIVEN SIAMESE DEEP-LEARNING <a href=\"https:\/\/www.univ-usto.dz\/labo\/lsi\/publications\/\" class=\"read-more\">Lire la suite &#8230;<\/a><\/p>\n","protected":false},"author":28,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[123],"tags":[],"class_list":["post-12312","post","type-post","status-publish","format-standard","hentry","category-annonces"],"_links":{"self":[{"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/posts\/12312","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/users\/28"}],"replies":[{"embeddable":true,"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/comments?post=12312"}],"version-history":[{"count":122,"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/posts\/12312\/revisions"}],"predecessor-version":[{"id":12927,"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/posts\/12312\/revisions\/12927"}],"wp:attachment":[{"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/media?parent=12312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/categories?post=12312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-json\/wp\/v2\/tags?post=12312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}