Profesor dr.ing., coordonator doctorat
Email: dan.popescu@upb.ro
Birou: ED305, PRECIS 403
Activitate didactica
- Proiectarea Dispozitivelor Numerice, anul 2, Licenta, Automatica si Calculatoare Vedere Artificiala, anul 4, Directia A2, Licenta, Automatica si Calculatoare
- Prelucrarea Imaginilor in Sisteme Informatice Geografice, anul 2, Master PCSAM, Automatica si Calculatoare
- Prelucrari Complexe in Imagistica Medicala, anul 2, Master SIM, Automatica si Calculatoare
Domenii de cercetare
- Prelucrarea imaginilor complexe
- Recunoasterea formelor utilizand elemente de inteligenta artificiala
- Prelucrarea datelor pentru monitorizare si predictie
- Roboti aerieni (de tip aripa fixa si multicopter)
- Retele de senzori wireless
Alte informatii
- Formare: diploma – inginer automatica, diploma – matematica, doctorat – automatizari si telecomenzi
- Publicatii: 27 carti si capitole de carte, peste 335 articole publicate in reviste sau volume ale unor conferinte internationale, dintre care peste 160 indexate ISI web of science.
- Responsabil laborator „Procese şi produse inovative pentru creşterea calităţii vieţii”, centrul PRECIS. /li>
- Director proiect ROSA/ESA: Multisensory robotic system for aerial monitoring of critical infrastructure systems
Informațiile de mai jos sunt extrase automat prin intermediul platformei CRESCDI. Pentru mai multe informații, vizitați profilul CRESCDI.
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Prelucrarea Imaginilor. Aplicaţii în MedicinăPolitehnica Press, pp. 1-140, 2018-01-010
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Prelucrarea imaginilorPolitehnica Press, pp. 140, 2018-01-010
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Tehnici Fractale în Aplicaţii MultimediaPolitehnica Press, pp. 100, 2016-01-010
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Retele de senzori mobiliPolitehnica Press, pp. 269, 2015-01-010
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Aplicaţii ale Reţelelor de Senzori Multinivel în Monitorizarea AmbientalăPolitehnica Press, pp. 1-213, 2014-01-010
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PROIECTAREA CIRCUITELOR NUMERICE ELEMENTAREElectra, pp. 178, 2007-10-030
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VEDEREA ARTIFICIALĂ ÎN APLICAŢII INDUSTRIALEElectra, pp. 203, 2006-01-010
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SENSORI ŞI INTERACŢIUNEA CU MEDIUL TEHNOLOGIC – Îndrumar de laboratorPRINTEH, pp. 125, 2005-01-010
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ACHIZITIA SI PRELUCRAREA IMAGINIIICPE, pp. 173, 2001-01-200
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Prelucrarea digitală a semnalelorEditura ICPE, pp. 215, 2000-01-010
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Orchard Monitoring Based on Unmanned Aerial Vehicles and Image Processing by Artificial Neural Networks. A Systematic ReviewFrontiers, pp. 1237695,0
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IGI Global, pp. 235 – 259, 2013-01-010
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IGI Global, pp. 251 – 270, 2011-01-011
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IGI Global, pp. 226 – 250, 2011-01-0115
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ANALIZA IMAGINILOR COMPLEXE. TEXTURI SI FRACTALI??, pp. ??, 2007-01-010
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DeTrAck: UAV Detection and Tracking Using Neural Networks Ensemble on Surveillance SystemsInstitute of Electrical and Electronics Engineers Inc., pp. 1712 – 1728, 2026-01-010
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A U-Net Improved Version for Crop and Weed Segmentation from Aerial ImagesMultidisciplinary Digital Publishing Institute (MDPI), pp. ??, 2026-01-010
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EARLY DETECTION OF OVARIAN CANCER THROUGH ARTIFICIAL INTELLIGENCE ALGORITHMS: AN ADVANCED APPROACH IN MEDICAL DIAGNOSISINT INST ANTICANCER RESEARCH, pp. ??, 2025-12-010
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Breast Tumor-Like-Masses Segmentation From Scattering Images Obtained With an Ultrahigh-Sensitivity Talbot-Lau Interferometer Using Convolutional Neural NetworksInstitute of Electrical and Electronics Engineers Inc., pp. 80847 – 80856, 2025-01-010
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Two-Stage Neural Network Pipeline for Kidney and Tumor SegmentationInstitute of Electrical and Electronics Engineers Inc., pp. 146326 – 146339, 2025-01-010
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Ensemble Strategy With Multi-Step Hard Sample Mining for Improved UXO Localisation and ClassificationInstitute of Electrical and Electronics Engineers Inc., pp. 123546 – 123558, 2025-01-010
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COMPARATIVE STUDY OF NEURAL NETWORKS FOR ENHANCED DETECTION OF PHYTOPHTHORA INFESTANS IN POTATO CROPSPolitechnica University of Bucharest, pp. 95 – 108, 2025-01-010
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The hawk eye scan: Halyomorpha halys detection relying on aerial tele photos and neural networksELSEVIER SCI LTD, pp. ??, 2024-11-010
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Decision fusion-based system to detect two invasive stink bugs in orchardsElsevier B.V., pp. ??, 2024-01-010
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Intelligent system based on multiple networks for accurate ovarian tumor semantic segmentationElsevier Ltd, pp. e37386, 2024-01-010
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MELANOMA AUTOMATED DETECTION SYSTEM INTEGRATED WITH AN EHR PLATFORMPolitechnica University of Bucharest, pp. 57 – 68, 2024-01-010
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HALYOMORPHA HALYS DETECTION USING NEW YOLO ARCHITECTURES AND NEXT.JS WEB APPLICATIONPolitechnica University of Bucharest, pp. 291 – 302, 2024-01-010
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Parametrization of PHENOBMSBv.02-A Model for Simulation of Developmental Instars of Halyomorpha halysNATL AGRICULTURAL RESEARCH \& DEVELOPMENT INST, pp. 497-508, 2024-01-010
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FAST FOURIER TRANSFORM ALGORITHM FOR EXTRACTION OF ATTENUATION, PHASE, AND SCATTERING IMAGES IN PHASE-CONTRAST IMAGINGPOLYTECHNIC UNIV BUCHAREST, pp. 137-150, 2023-01-010
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UAS – WSN SYSTEMS, A PERSPECTIVE ON COMMUNICATION SYSTEM ARCHITECTUREPOLYTECHNIC UNIV BUCHAREST, pp. 51-62, 2022-01-010
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Image analysis algorithm for image based visual servoing of a robotic assembly linePolitechnica University of Bucharest, pp. 41 – 52, 2021-01-010
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MDPI AG, pp. 2262, 2021-01-011
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Ground control station for multi-uav systemsPolitechnica University of Bucharest, pp. 83 – 96, 2021-01-010
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Detection of harmful insects for orchard using convolutional neural networksPolitechnica University of Bucharest, pp. 85 – 96, 2021-01-010
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Emotion sketches: Facial expression recognition in diversity groupsPolitechnica University of Bucharest, pp. 29 – 40, 2021-01-010
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A Hybrid ResNet50-LSTM Architecture for Video Sentiment AnalysisSpringer Science and Business Media Deutschland GmbH, pp. 86 – 97, 2026-01-010
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Environmental Pollution Level Monitoring System Using UAVInstitute of Electrical and Electronics Engineers Inc., pp. 315 – 321, 2025-01-010
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(Poster) Deep Learning Models for Histopathological Classification of Gastric Epithelial TumorsInstitute of Electrical and Electronics Engineers Inc., pp. 277 – 279, 2025-01-010
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The impact of MES on OEE on Smart Manufacturing in Industry 4.0Institute of Electrical and Electronics Engineers Inc., pp. ??, 2025-01-010
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(POSTER) Visual Transformer Models on UAV-Captured Images for Person DetectionInstitute of Electrical and Electronics Engineers Inc., pp. 759 – 761, 2024-01-010
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Unveiling Hidden Patterns: Harnessing the Matrix Profile Algorithm for Enhanced Peatland Monitoring and AnalysisIEEE COMPUTER SOC, pp. 509-515, 2024-01-010
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Acquisition and Monitoring of Environmental Parameters from High-altitude UAV FlightInstitute of Electrical and Electronics Engineers Inc., pp. 223 – 228, 2024-01-010
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Industrial Teleassistance with the Help of Augmented RealityIEEE Computer Society, pp. 1-6, 2024-01-010
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Convolutional Neural Network System for Melanoma IdentificationInstitute of Electrical and Electronics Engineers Inc., pp. 606 – 611, 2024-01-010
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Person Recognition and Authenticity Through Facial Analysis Combining LSTM and Siamese NetworksInstitute of Electrical and Electronics Engineers Inc., pp. 600 – 605, 2024-01-010
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