{"id":12450,"date":"2022-06-12T10:16:18","date_gmt":"2022-06-12T10:16:18","guid":{"rendered":"https:\/\/www.univ-usto.dz\/labo\/lsi\/?p=12450"},"modified":"2026-10-15T12:41:32","modified_gmt":"2026-10-15T12:41:32","slug":"equipe-05","status":"publish","type":"post","link":"https:\/\/www.univ-usto.dz\/labo\/lsi\/equipe-05\/","title":{"rendered":"Signal Image pour l\u2019Observation de la Terre (SIOT)"},"content":{"rendered":"\n<div id=\"equipe5-presentation\">\n  <div style=\"display:flex; gap:10px; margin-bottom:20px; flex-wrap:wrap;\">\n    <button type=\"button\" id=\"equipe5-btn-fr\" onclick=\"equipe5Lang('fr')\" style=\"background:#e67e22; color:#fff; border:2px solid #e67e22; padding:10px 22px; border-radius:6px; cursor:pointer; font-weight:bold;\">\n      Fr\n    <\/button>\n    <button type=\"button\" id=\"equipe5-btn-en\" onclick=\"equipe5Lang('en')\" style=\"background:#fff; color:#e67e22; border:2px solid #e67e22; padding:10px 22px; border-radius:6px; cursor:pointer; font-weight:bold;\">\n      En\n    <\/button>\n  <\/div>\n\n  <p><img decoding=\"async\" src=\"https:\/\/www.univ-usto.dz\/labo\/lsi\/wp-content\/uploads\/2022\/05\/S1-2022_Auto3F-300x225.jpeg\" alt=\"SIOT\" style=\"max-width:300px; height:auto;\"><\/p>\n\n  <div id=\"equipe5-fr\" style=\"text-align:justify;\">\n    <p>L&rsquo;\u00e9quipe aura pour objectif principal le d\u00e9veloppement de la th\u00e9matique \u00ab signal et image \u00bb pour l&rsquo;observation de la Terre, par la mise en place d&rsquo;algorithmes et de m\u00e9thodes pour le traitement, l&rsquo;analyse et la mod\u00e9lisation des donn\u00e9es issues des diff\u00e9rents capteurs spatiaux. Ses principales activit\u00e9s seront ax\u00e9es sur :<\/p>\n    <ul>\n      <li>Le pr\u00e9traitement des donn\u00e9es (mod\u00e9lisations et corrections radiom\u00e9triques et g\u00e9om\u00e9triques) ;<\/li>\n      <li>Le traitement des donn\u00e9es de diff\u00e9rentes r\u00e9solutions (spatiale, spectrale, temporelle) pour l&rsquo;extraction d&rsquo;informations : d\u00e9bruitage, r\u00e9duction de la dimensionnalit\u00e9, segmentation, classifications supervis\u00e9es et non supervis\u00e9es, d\u00e9m\u00e9lange, d\u00e9tection de changement, fusion, fouille de donn\u00e9es\u2026 ;<\/li>\n      <li>Le calcul haute performance appliqu\u00e9 aux donn\u00e9es volumineuses ;<\/li>\n      <li>Et enfin, la ma\u00eetrise des diff\u00e9rents outils de traitement et de mod\u00e9lisation.<\/li>\n    <\/ul>\n\n    <p><strong><em>Chef d&rsquo;\u00e9quipe :<\/em><\/strong> SOUDANI Said (Ma\u00eetre de conf\u00e9rences classe A, USTO) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Said_Soudani\" target=\"_blank\">ResearchGate<\/a><\/p>\n    <p><strong><em>Membres de l&rsquo;\u00e9quipe :<\/em><\/strong><\/p>\n    <ul>\n      <li>KAROUI MOUSSA Sofiane (Directeur de recherche, CTS Arzew) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Moussa_Sofiane_Karoui\" target=\"_blank\">ResearchGate<\/a><\/li>\n      <li>BENHALLOUCHE Fatima Zohra (Ma\u00eetre de recherche classe A, CTS Arzew) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Fatima_Zohra_Benhalouche\" target=\"_blank\">ResearchGate<\/a><\/li>\n      <li>BENKOUIDER Yasmine Kheira (Ma\u00eetre de recherche classe A, CTS Arzew) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Yasmine-Benkouider\" target=\"_blank\">ResearchGate<\/a><\/li>\n      <li>KADIRI Mohammed (Ma\u00eetre de conf\u00e9rences classe B, USTO) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Mohammed-Kadiri\" target=\"_blank\">ResearchGate<\/a> | <a href=\"https:\/\/orcid.org\/0009-0004-4002-2279\" target=\"_blank\">ORCID<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?user=fns_V6wAAAAJ&amp;hl=fr&amp;oi=ao\" target=\"_blank\">Google Scholar<\/a><\/li>\n      <li>BREZINI Salah Eddine (Ma\u00eetre de conf\u00e9rences classe B, USTO) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Salah-Eddine-Brezini-2\" target=\"_blank\">ResearchGate<\/a> | <a href=\"https:\/\/orcid.org\/0000-0002-3192-0681\" target=\"_blank\">ORCID<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?user=3sjKS4IAAAAJ&amp;hl=en\" target=\"_blank\">Google Scholar<\/a><\/li>\n      <li>MAHI Zoubida (Doctorante, USTO) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Zoubida-Mahi\" target=\"_blank\">ResearchGate<\/a><\/li>\n    <\/ul>\n  <\/div>\n\n  <div id=\"equipe5-en\" style=\"display:none; text-align:justify;\">\n    <p>The team&rsquo;s main objective is to develop the \u00ab\u00a0signal and image\u00a0\u00bb theme for Earth observation, by designing algorithms and methods for the processing, analysis and modelling of data from various spaceborne sensors. Its main activities will focus on:<\/p>\n    <ul>\n      <li>Data pre-processing (radiometric and geometric modelling and corrections);<\/li>\n      <li>Processing of data at different resolutions (spatial, spectral, temporal) for information extraction: denoising, dimensionality reduction, segmentation, supervised and unsupervised classification, unmixing, change detection, fusion, data mining, etc.;<\/li>\n      <li>High-performance computing for large-scale data;<\/li>\n      <li>And finally, mastery of the various processing and modelling tools.<\/li>\n    <\/ul>\n\n    <p><strong><em>Team head:<\/em><\/strong> SOUDANI Said (Associate Professor, Class A, USTO) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Said_Soudani\" target=\"_blank\">ResearchGate<\/a><\/p>\n    <p><strong><em>Team members:<\/em><\/strong><\/p>\n    <ul>\n      <li>KAROUI MOUSSA Sofiane (Research Director, CTS Arzew) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Moussa_Sofiane_Karoui\" target=\"_blank\">ResearchGate<\/a><\/li>\n      <li>BENHALLOUCHE Fatima Zohra (Senior Researcher, Class A, CTS Arzew) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Fatima_Zohra_Benhalouche\" target=\"_blank\">ResearchGate<\/a><\/li>\n      <li>BENKOUIDER Yasmine Kheira (Senior Researcher, Class A, CTS Arzew) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Yasmine-Benkouider\" target=\"_blank\">ResearchGate<\/a><\/li>\n      <li>KADIRI Mohammed (Associate Professor, Class B, USTO) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Mohammed-Kadiri\" target=\"_blank\">ResearchGate<\/a> | <a href=\"https:\/\/orcid.org\/0009-0004-4002-2279\" target=\"_blank\">ORCID<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?user=fns_V6wAAAAJ&amp;hl=fr&amp;oi=ao\" target=\"_blank\">Google Scholar<\/a><\/li>\n      <li>BREZINI Salah Eddine (Associate Professor, Class B, USTO) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Salah-Eddine-Brezini-2\" target=\"_blank\">ResearchGate<\/a> | <a href=\"https:\/\/orcid.org\/0000-0002-3192-0681\" target=\"_blank\">ORCID<\/a> | <a href=\"https:\/\/scholar.google.com\/citations?user=3sjKS4IAAAAJ&amp;hl=en\" target=\"_blank\">Google Scholar<\/a><\/li>\n      <li>MAHI Zoubida (PhD student, USTO) \u2013 <a href=\"https:\/\/www.researchgate.net\/profile\/Zoubida-Mahi\" target=\"_blank\">ResearchGate<\/a><\/li>\n    <\/ul>\n  <\/div>\n<\/div>\n\n<script>\nvar equipe5Titres = {\n  fr: \"Signal Image pour l\u2019Observation de la Terre (SIOT)\",\n  en: \"Signal and Image Processing for Earth Observation (SIOT)\"\n};\n\nfunction equipe5Titre() {\n  var titres = document.querySelectorAll('h1');\n  for (var i = 0; i < titres.length; i++) {\n    if (titres[i].textContent.indexOf('SIOT') !== -1) return titres[i];\n  }\n  return null;\n}\n\nfunction equipe5Lang(lang) {\n  var fr = lang === 'fr';\n  document.getElementById('equipe5-fr').style.display = fr ? 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