{"id":13269,"date":"2025-10-29T14:20:50","date_gmt":"2025-10-29T12:20:50","guid":{"rendered":"https:\/\/geosense.ro\/?post_type=team&#038;p=13269"},"modified":"2026-03-21T14:15:02","modified_gmt":"2026-03-21T12:15:02","slug":"publications","status":"publish","type":"team","link":"https:\/\/geosense.ro\/ro\/team\/daniela-faur\/publications\/","title":{"rendered":"Daniela Faur &#8211; Publications"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13269\" class=\"elementor elementor-13269\">\n\t\t\t\t<div class=\"elementor-element elementor-element-32d22bc e-flex e-con-boxed e-con e-parent\" data-id=\"32d22bc\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d3d0429 elementor-widget elementor-widget-html\" data-id=\"d3d0429\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<link href=\"https:\/\/fonts.googleapis.com\/css2?family=DM+Serif+Display:ital@0;1&family=DM+Sans:wght@300;400;500;600&display=swap\" rel=\"stylesheet\">\n<style>\n  .pub-wrapper {\n    max-width: 860px; margin: 0 auto; padding: 48px 24px 64px;\n    font-family: 'DM Sans', sans-serif; color: #0A2240;\n  }\n  .pub-wrapper .tabs { display: flex; gap: 8px; margin-bottom: 48px; border-bottom: 2px solid #D8C9A8; flex-wrap: wrap; }\n  .pub-wrapper .tab-btn { font-family: 'DM Sans', sans-serif; font-size: 14px; font-weight: 500; letter-spacing: 0.08em; text-transform: uppercase; padding: 10px 22px 12px; border: none; background: transparent; color: #5A5A5A; cursor: pointer; border-bottom: 3px solid transparent; margin-bottom: -2px; transition: color 0.2s, border-color 0.2s; }\n  .pub-wrapper .tab-btn.active { color: #0A2240; border-bottom-color: #F5A623; }\n  .pub-wrapper .tab-btn:hover { color: #0A2240; }\n  .pub-wrapper .section-label { font-size: 11px; font-weight: 600; letter-spacing: 0.18em; text-transform: uppercase; color: #C4821A; margin-bottom: 32px; }\n  .pub-wrapper .section-block { display: none; }\n  .pub-wrapper .section-block.active { display: block; }\n  .pub-card { background: #fff; border: 1px solid #E8E3D8; border-radius: 12px; padding: 20px 24px; margin-bottom: 14px; opacity: 0; transform: translateY(14px); transition: opacity 0.4s ease, transform 0.4s ease, box-shadow 0.2s, border-color 0.2s; }\n  .pub-card.visible { opacity: 1; transform: translateY(0); }\n  .pub-card:hover { box-shadow: 0 4px 20px rgba(10,34,64,0.08); border-color: #D8C9A8; transform: translateX(4px); }\n  .pub-card.q1 { border-left: 3px solid #F5A623; background: #FFFDF9; }\n  .pub-meta { display: flex; gap: 8px; flex-wrap: wrap; align-items: center; margin-bottom: 10px; }\n  .pub-year { font-size: 11px; font-weight: 600; letter-spacing: 0.12em; color: #C4821A; background: #FDF3E3; padding: 3px 10px; border-radius: 20px; }\n  .pub-badge { font-size: 11px; font-weight: 600; padding: 3px 10px; border-radius: 20px; background: #EEF2F8; color: #0A2240; }\n  .pub-badge.gold { background: #F5A623; color: #0A2240; }\n  .pub-title { font-family: 'DM Serif Display', serif; font-size: 16px; color: #0A2240; line-height: 1.4; margin-bottom: 6px; }\n  .pub-authors { font-size: 12.5px; color: #5A5A5A; margin-bottom: 6px; line-height: 1.5; }\n  .pub-journal { font-size: 12px; color: #888; font-style: italic; margin-bottom: 8px; }\n  .pub-footer { display: flex; gap: 8px; flex-wrap: wrap; margin-top: 8px; }\n  .pub-link { font-size: 11px; font-weight: 500; color: #C4821A; text-decoration: none; padding: 3px 10px; border-radius: 20px; border: 1px solid #F5A623; transition: background 0.2s, color 0.2s; }\n  .pub-link:hover { background: #F5A623; color: #0A2240; }\n<\/style>\n\n<div class=\"pub-wrapper\">\n  <div class=\"tabs\">\n    <button class=\"tab-btn active\" onclick=\"pubShow('journals', this)\">Journals<\/button>\n    <button class=\"tab-btn\" onclick=\"pubShow('conferences', this)\">Conferences<\/button>\n    <button class=\"tab-btn\" onclick=\"pubShow('books', this)\">Books<\/button>\n  <\/div>\n\n  <!-- JOURNALS -->\n  <div id=\"pub-journals\" class=\"section-block active\">\n    <p class=\"section-label\">International peer-reviewed journals<\/p>\n\n    <div class=\"pub-card q1\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge gold\">Q1<\/span><span class=\"pub-badge\">IF 4.7<\/span><span class=\"pub-badge\">IEEE JSTARS<\/span><\/div>\n      <div class=\"pub-title\">Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler<\/div>\n      <div class=\"pub-authors\">I. Calota, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 4484\u20134498<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/JSTARS.2023.3270384\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card q1\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge gold\">Q1<\/span><span class=\"pub-badge\">IF 4.7<\/span><span class=\"pub-badge\">IEEE JSTARS<\/span><\/div>\n      <div class=\"pub-title\">Band Reconstruction Using a Modified UNet for Sentinel-2 Images<\/div>\n      <div class=\"pub-authors\">I. C. Neagoe, D. Faur, C. Vaduva, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 6739\u20136757<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/JSTARS.2023.3276912\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card q1\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge gold\">Q1<\/span><span class=\"pub-badge\">IEEE TGRS<\/span><\/div>\n      <div class=\"pub-title\">A CNN-Based Sentinel-2 Image Super-Resolution Method Using Multiobjective Training<\/div>\n      <div class=\"pub-authors\">V. Vasilescu, M. Datcu, D. Faur<\/div>\n      <div class=\"pub-journal\">IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1\u201314<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/TGRS.2023.3240296\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card q1\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge\">Q2<\/span><span class=\"pub-badge\">IEEE GRSL<\/span><\/div>\n      <div class=\"pub-title\">Sentinel-2 60-m Band Super-Resolution Using Hybrid CNN-GPR Model<\/div>\n      <div class=\"pub-authors\">V. Vasilescu, M. Datcu, D. Faur<\/div>\n      <div class=\"pub-journal\">IEEE Geoscience and Remote Sensing Letters, vol. 20, pp. 1\u20135, Art. no. 5001905<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/LGRS.2023.3296188\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card q1\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2017<\/span><span class=\"pub-badge gold\">Q1<\/span><span class=\"pub-badge\">IEEE JSTARS<\/span><\/div>\n      <div class=\"pub-title\">Quantitative Evaluation of the Feature Space Transformation Methods Used for Applications of Visual Semantic Clustering of EO Images<\/div>\n      <div class=\"pub-authors\">A. Griparis, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 6, pp. 2902\u20132909<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/jstars.2017.2681202\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2016<\/span><span class=\"pub-badge\">IEEE GRSL<\/span><span class=\"pub-badge\">IF 2.095<\/span><\/div>\n      <div class=\"pub-title\">Dimensionality Reduction for Visual Data Mining of Earth Observation Archives<\/div>\n      <div class=\"pub-authors\">A. Griparis, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 11, pp. 1701\u20131705<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/LGRS.2016.2604919\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2016<\/span><span class=\"pub-badge\">AgroLife<\/span><\/div>\n      <div class=\"pub-title\">Development of a Downstream Emergency Response Service for Disaster Hazard Management Based on Earth Observation Data<\/div>\n      <div class=\"pub-authors\">S. Gheorghe, V. Craciunescu, A. Irimescu, I. D. Negula, I. Nedelcu, F. Serban, D. Teleaga, S.-A. Toma, D. Faur, M. Datcu et al.<\/div>\n      <div class=\"pub-journal\">AgroLife Scientific Journal, vol. 5, no. 1, pp. 199\u2013208, ISSN 2285-5718<\/div>\n    <\/div>\n\n    <div class=\"pub-card q1\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2015<\/span><span class=\"pub-badge gold\">Q1<\/span><span class=\"pub-badge\">IF 3.026<\/span><span class=\"pub-badge\">IEEE JSTARS<\/span><\/div>\n      <div class=\"pub-title\">Data Analytics for Rapid Mapping: Case Study of a Flooding Event in Germany and the Tsunami in Japan Using Very High Resolution SAR Images<\/div>\n      <div class=\"pub-authors\">C. O. Dumitru, S. Cui, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, no. 1, pp. 114\u2013129<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/JSTARS.2014.2320777\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2009<\/span><span class=\"pub-badge\">IF 2.228<\/span><span class=\"pub-badge\">IEEE GRSL<\/span><\/div>\n      <div class=\"pub-title\">Salient Remote Sensing Image Segmentation Based on Rate-Distortion Measure<\/div>\n      <div class=\"pub-authors\">D. Faur, I. Gavat, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE Geoscience and Remote Sensing Letters, vol. 6, no. 4, pp. 855\u2013859<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/LGRS.2009.2026915\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2008<\/span><span class=\"pub-badge\">LNCS<\/span><span class=\"pub-badge\">ISI<\/span><\/div>\n      <div class=\"pub-title\">Semantic Map Generation from Satellite Images for Humanitarian Scenarios Applications<\/div>\n      <div class=\"pub-authors\">C. Vaduva, D. Faur, A. Popescu, I. Gavat, M. Datcu<\/div>\n      <div class=\"pub-journal\">Advanced Concepts for Intelligent Vision Systems, Lecture Notes in Computer Science, vol. 5259, pp. 808\u2013817<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1007\/978-3-540-88458-3_73\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n  <\/div>\n\n  <!-- CONFERENCES -->\n  <div id=\"pub-conferences\" class=\"section-block\">\n    <p class=\"section-label\">International conference proceedings<\/p>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2025<\/span><span class=\"pub-badge\">IGARSS 2025<\/span><\/div>\n      <div class=\"pub-title\">Large Language Models with Retrieval Augmented Generation to Streamline Sentinel-2 Data Description<\/div>\n      <div class=\"pub-authors\">T. Costachioiu, C. V\u0103duva, D. Faur<\/div>\n      <div class=\"pub-journal\">IGARSS 2025, Brisbane, Australia \u2014 Oral, Track: Foundation Models for Geospatial AI<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2025<\/span><span class=\"pub-badge\">IGARSS 2025<\/span><\/div>\n      <div class=\"pub-title\">Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing<\/div>\n      <div class=\"pub-authors\">V. M. Vasilescu, A. A. Neac\u0219u, D. Faur<\/div>\n      <div class=\"pub-journal\">IGARSS 2025, Brisbane, Australia \u2014 Oral, Track: Data Analytics and AI in Remote Sensing<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2025<\/span><span class=\"pub-badge\">CSCS25<\/span><\/div>\n      <div class=\"pub-title\">Exploring Image Dataset Structure Through Deep Feature Extraction and Dimensionality Reduction<\/div>\n      <div class=\"pub-authors\">A. M. Vasilevschi, D. Faur<\/div>\n      <div class=\"pub-journal\">25th International Conference on Control Systems and Computer Science, Bucharest<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2024<\/span><span class=\"pub-badge\">ATOMS 2024<\/span><\/div>\n      <div class=\"pub-title\">Harmonizing One Health and Earth Observation to Unravel Climate Change Impact on Vector-Borne Transmitted Disease<\/div>\n      <div class=\"pub-authors\">D. Faur, C. Vaduva, M. Datcu, C. Damian, M. Coca, L. Miron<\/div>\n      <div class=\"pub-journal\">2024 Advanced Topics on Measurement and Simulation (ATOMS), pp. 38\u201341<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/ATOMS60779.2024.10921529\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge\">IGARSS 2023<\/span><span class=\"pub-badge\">ISI<\/span><\/div>\n      <div class=\"pub-title\">Digital Twin Earth for Climate Change Adaptation: An AI Based Federated System<\/div>\n      <div class=\"pub-authors\">M. Datcu, D. Faur, E. Mamut, I. Nedelcu, C. Ionescu, L. Miron<\/div>\n      <div class=\"pub-journal\">IGARSS 2023, Pasadena, CA, USA, pp. 1392\u20131395<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS52108.2023.10281684\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge\">IGARSS 2023<\/span><\/div>\n      <div class=\"pub-title\">Visual Exploration of Satellite Image Time Series<\/div>\n      <div class=\"pub-authors\">A. Griparis, A. R\u0103doi, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IGARSS 2023, Pasadena, CA, USA, pp. 7175\u20137178<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS52108.2023.10282850\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2023<\/span><span class=\"pub-badge\">IGARSS 2023<\/span><\/div>\n      <div class=\"pub-title\">A Latent Analysis of a Super-Resolved Sentinel-2 Data Cube for Green Urban Infrastructure Health Monitoring<\/div>\n      <div class=\"pub-authors\">C. Vaduva, D. Faur, A. Grivei, V. Vasilescu, M. Datcu<\/div>\n      <div class=\"pub-journal\">IGARSS 2023, Pasadena, CA, USA, pp. 5700\u20135703<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS52108.2023.10283357\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2022<\/span><span class=\"pub-badge\">IGARSS 2022<\/span><\/div>\n      <div class=\"pub-title\">Estimating NDVI from SAR Images Using DNN<\/div>\n      <div class=\"pub-authors\">I. Calota, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IGARSS 2022, pp. 5232\u20135235<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS46834.2022.9884313\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2021<\/span><span class=\"pub-badge\">IGARSS 2021<\/span><\/div>\n      <div class=\"pub-title\">Bag-of-Words for Transfer Learning<\/div>\n      <div class=\"pub-authors\">I. Calota, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE IGARSS 2021, pp. 808\u2013811<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS47720.2021.9554776\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2020<\/span><span class=\"pub-badge\">IGARSS 2020<\/span><\/div>\n      <div class=\"pub-title\">DNN-Based Semantic Extraction: Fast Learning from Multispectral Signatures<\/div>\n      <div class=\"pub-authors\">I. Calota, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IGARSS 2020, pp. 3672\u20133675<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS39084.2020.9323350\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2020<\/span><span class=\"pub-badge\">RadarConf 2020<\/span><\/div>\n      <div class=\"pub-title\">Low Resolution for DNN in SAR<\/div>\n      <div class=\"pub-authors\">I. Calota, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE Radar Conference (RadarConf20), pp. 1\u20135<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/RadarConf2043947.2020.9266608\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2020<\/span><span class=\"pub-badge\">IGARSS 2020<\/span><\/div>\n      <div class=\"pub-title\">DR-KNN: A Hybrid Approach for Dimensionality Reduction of EO Image Datasets<\/div>\n      <div class=\"pub-authors\">A. Griparis, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IGARSS 2020, pp. 2719\u20132722<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS39084.2020.9323633\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2019<\/span><span class=\"pub-badge\">IGARSS 2019<\/span><\/div>\n      <div class=\"pub-title\">An Interactive Visual Analytics Tool for Big Earth Observation Data Content Estimation<\/div>\n      <div class=\"pub-authors\">D. Faur, A. Griparis, A. Stoica, P. Mougnaud, M. Datcu<\/div>\n      <div class=\"pub-journal\">IGARSS 2019, pp. 9518\u20139521<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS.2019.8898825\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2018<\/span><span class=\"pub-badge\">IGARSS 2018<\/span><\/div>\n      <div class=\"pub-title\">Exploratory Visual Analysis of Multispectral EO Images Based on DNN<\/div>\n      <div class=\"pub-authors\">I. Neagoe, D. Faur, C. Vaduva, M. Datcu<\/div>\n      <div class=\"pub-journal\">IGARSS 2018, pp. 2079\u20132082<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS.2018.8518414\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2017<\/span><span class=\"pub-badge\">ISSCS 2017<\/span><\/div>\n      <div class=\"pub-title\">Potential of Polarimetric SAR Data Use for Ecosystems Monitoring<\/div>\n      <div class=\"pub-authors\">R. Tanase, C. Cazacu, D. Faur, D. Sacaleanu, M. Datcu<\/div>\n      <div class=\"pub-journal\">International Symposium on Signals, Circuits and Systems (ISSCS), IEEE<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/isscs.2017.8034932\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2016<\/span><span class=\"pub-badge\">IGARSS 2016<\/span><span class=\"pub-badge\">ISI<\/span><\/div>\n      <div class=\"pub-title\">A Dimensionality Reduction Approach for the Visualization of the Cluster Space<\/div>\n      <div class=\"pub-authors\">A. Griparis, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE IGARSS, Beijing, China, pp. 1\u20134<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS.2015.7325967\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2015<\/span><span class=\"pub-badge\">IGARSS 2015<\/span><span class=\"pub-badge\">ISI<\/span><\/div>\n      <div class=\"pub-title\">Feature Space Dimensionality Reduction for the Optimization of Visualization Methods<\/div>\n      <div class=\"pub-authors\">A. Griparis, D. Faur, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE IGARSS 2015, pp. 1120\u20131123<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IGARSS.2015.7325967\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2014<\/span><span class=\"pub-badge\">ICIP 2014<\/span><span class=\"pub-badge\">ISI<\/span><\/div>\n      <div class=\"pub-title\">Class Evolution Data Analytics from SAR Image Time Series Using Information Theory Measures<\/div>\n      <div class=\"pub-authors\">C. P\u0103trascu, D. Faur, A. A. Popescu, M. Datcu<\/div>\n      <div class=\"pub-journal\">IEEE ICIP 2014, pp. 91\u201395<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/ICIP.2014.7025017\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2012<\/span><span class=\"pub-badge\">EUSIPCO 2012<\/span><span class=\"pub-badge\">ISI<\/span><\/div>\n      <div class=\"pub-title\">A Remote Sensing Image Processing Framework for Damage Assessment in a Forest Fire Scenario<\/div>\n      <div class=\"pub-authors\">A. Popescu, C. Vaduva, D. Faur, I. Gavat, M. Datcu<\/div>\n      <div class=\"pub-journal\">20th European Signal Processing Conference (EUSIPCO), pp. 2496\u20132500<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2008<\/span><span class=\"pub-badge\">IWSSIP 2008<\/span><span class=\"pub-badge\">ISI<\/span><\/div>\n      <div class=\"pub-title\">An Information Theory Based Image Processing Chain for Change Detection in Earth Observation<\/div>\n      <div class=\"pub-authors\">D. Faur, C. Vaduva, I. Gavat, M. Datcu<\/div>\n      <div class=\"pub-journal\">15th International Conference Systems, Signals and Image Processing, pp. 129\u2013132<\/div>\n      <div class=\"pub-footer\"><a class=\"pub-link\" href=\"https:\/\/doi.org\/10.1109\/IWSSIP.2008.4604384\" target=\"_blank\">\u2197 DOI<\/a><\/div>\n    <\/div>\n\n  <\/div>\n\n  <!-- BOOKS -->\n  <div id=\"pub-books\" class=\"section-block\">\n    <p class=\"section-label\">Books & textbooks<\/p>\n\n    <div class=\"pub-card q1\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2025<\/span><span class=\"pub-badge gold\">Monografie<\/span><\/div>\n      <div class=\"pub-title\">Teoria informa\u021biei: de la incertitudine la structur\u0103<\/div>\n      <div class=\"pub-authors\">Daniela Faur<\/div>\n      <div class=\"pub-journal\">Editura Matrix-Rom \u00b7 ISBN 978-606-25-0976-7 \u00b7 220 pagini<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2016<\/span><span class=\"pub-badge\">Manual<\/span><\/div>\n      <div class=\"pub-title\">Teoria transmisiunii informa\u021biei. Aplica\u021bii<\/div>\n      <div class=\"pub-authors\">D. Faur, C. P\u0103trascu, A. Popescu, C. D\u0103nisor<\/div>\n      <div class=\"pub-journal\">Editura Printech \u00b7 ISBN 978-606-230594-9 \u00b7 150 pagini<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2016<\/span><span class=\"pub-badge\">Manual<\/span><\/div>\n      <div class=\"pub-title\">Grundlagen der Nachrichtentechnik<\/div>\n      <div class=\"pub-authors\">I. Gavat, D. Faur<\/div>\n      <div class=\"pub-journal\">Editura Printech \u00b7 ISBN 978-606-230581-9 \u00b7 250 pagini<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2006<\/span><span class=\"pub-badge\">Manual<\/span><\/div>\n      <div class=\"pub-title\">Mesures \u00e9lectriques et transducteurs<\/div>\n      <div class=\"pub-authors\">B. Pantelimon, C. Iliescu, D. Faur<\/div>\n      <div class=\"pub-journal\">Editura Matrix-Rom \u00b7 ISBN 973-755-045-5 \u00b7 320 pagini<\/div>\n    <\/div>\n\n    <div class=\"pub-card\">\n      <div class=\"pub-meta\"><span class=\"pub-year\">2004<\/span><span class=\"pub-badge\">Manual<\/span><\/div>\n      <div class=\"pub-title\">Mesures \u00e9lectriques et transducteurs. Travaux de laboratoire<\/div>\n      <div class=\"pub-authors\">B. Pantelimon, C. Iliescu, D. Faur<\/div>\n      <div class=\"pub-journal\">Editura Printech \u00b7 ISBN 973-718-155-7 \u00b7 170 pagini<\/div>\n    <\/div>\n\n  <\/div>\n<\/div>\n\n<script>\nfunction pubShow(id, btn) {\n  document.querySelectorAll('.pub-wrapper .section-block').forEach(s => s.classList.remove('active'));\n  document.querySelectorAll('.pub-wrapper .tab-btn').forEach(b => b.classList.remove('active'));\n  document.getElementById('pub-' + id).classList.add('active');\n  btn.classList.add('active');\n  setTimeout(pubAnimate, 50);\n}\nfunction pubAnimate() {\n  var cards = document.querySelectorAll('.pub-wrapper .section-block.active .pub-card');\n  cards.forEach(function(card, i) {\n    card.classList.remove('visible');\n    setTimeout(function() { card.classList.add('visible'); }, i * 60);\n  });\n}\nwindow.addEventListener('load', function() { setTimeout(pubAnimate, 100); });\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Journals Conferences Books International peer-reviewed journals 2023Q1IF 4.7IEEE JSTARS Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler I. Calota, D. Faur, M. Datcu IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 16, pp. 4484\u20134498 \u2197 DOI 2023Q1IF 4.7IEEE JSTARS Band Reconstruction Using a Modified UNet for Sentinel-2 [&hellip;]<\/p>\n","protected":false},"featured_media":13078,"parent":12487,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false},"class_list":["post-13269","team","type-team","status-publish","has-post-thumbnail","hentry"],"acf":{"social_one":"","social_one_link":"","social_two":"","social_two_link":"","social_three":"","social_three_link":"","social_four":"","social_four_link":""},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team\/13269","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team"}],"about":[{"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/types\/team"}],"replies":[{"embeddable":true,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/comments?post=13269"}],"version-history":[{"count":24,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team\/13269\/revisions"}],"predecessor-version":[{"id":13343,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team\/13269\/revisions\/13343"}],"up":[{"embeddable":true,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/team\/12487"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/media\/13078"}],"wp:attachment":[{"href":"https:\/\/geosense.ro\/ro\/wp-json\/wp\/v2\/media?parent=13269"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}