marwa elbouz
Présentation
Associate professor in Signal and Image processing LSL Team, L@bisen Yncrea Ouest
Publications
Publications
Precise Tissue Segmentation in Orthopedic Surgery Using Hyperspectral Imaging2025 Eighth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2025, Debbieh, Lebanon. pp.1-5, ⟨10.1109/ICABME66883.2025.11211836⟩ |
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A Promising Contribution of Hyperspectral Unmixing for Overlapped Tissues Segmentation Using Autoencoders2025 Eighth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2025, Debbieh, France. pp.1-6, ⟨10.1109/ICABME66883.2025.11210879⟩ |
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Towards Early Detection: Physics-based Hyperspectral Models for the Detection of Tomato Plant Diseases2025 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), IEEE, Aug 2025, Antalya, Turkey. pp.1-5, ⟨10.1109/ACDSA65407.2025.11166384⟩ |
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Bridging the gap: deep learning in the semantic segmentation of remote sensing dataBridging the gap: deep learning in the semantic segmentation of remote sensing data, Apr 2024, brest, France |
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Contribution of hyperspectral imaging in interventional environment: application to orthopedic surgeryAlgorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXIX, Apr 2023, Orlando, France. pp.45, ⟨10.1117/12.2665796⟩ |
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Automated Hyperspectral Apple Variety Identification Based on Patch-wise ClassificationApplied Industrial Spectroscopy, 2023, Munich, France. pp.JW2A.28, ⟨10.1364/AIS.2023.JW2A.28⟩ |
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Automatic detection of a structural chromosomal abnormality: the del(5q) deletionPattern Recognition and Tracking XXXIV, Apr 2023, Orlando, France. pp.21, ⟨10.1117/12.2665703⟩ |
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Information extraction in polarization-resolved second harmonic generation microscopy images of human tissues for automatic cancer diagnosisPolarized Light and Optical Angular Momentum for Biomedical Diagnostics 2023, Jan 2023, San Francisco, France. pp.24, ⟨10.1117/12.2649370⟩ |
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Securing smart cities using artificial intelligence: intrusion and abnormal behavior detection systemPattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.17, ⟨10.1117/12.2586774⟩ |
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A human body morphology detector: a distinctive filter to differentiate the image-based process depending on whether the person is a child or an adultPattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.23, ⟨10.1117/12.2586783⟩ |
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Implementation of a behavioral analysis method of crowd movement in the service of video surveillancePattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.18, ⟨10.1117/12.2586946⟩ |
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Automatic pavement crack classification on two-dimensional VIAPIX imagesPattern Recognition and Tracking XXX, Apr 2019, Baltimore, United States. pp.7, ⟨10.1117/12.2518839⟩ |
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Nonparametric kernel smoothing classification to enhance optical correlation decision performancesPattern Recognition and Tracking XXX, Apr 2019, Baltimore, France. pp.11, ⟨10.1117/12.2518840⟩ |
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Road sign identification and geolocation using JTC and VIAPIX modulePattern Recognition and Tracking XXIX, Apr 2018, Orlando, United States. pp.21, ⟨10.1117/12.2312490⟩ |
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Ongoing Studies for Automatic Road Anomalies Detection on 2D and 3D Pavement ImagesThe International Symposium on Optoelectronic Technology and Application (OTA), 2018, Beijing, China |
Adapted all-numerical correlator for face recognition applicationsSPIE Defense, Security and Sensing 2013 : Optical Pattern Recognition XXIV, Apr 2013, Baltimore, United States. pp.874807 - ⟨10.1117/12.2014383⟩ |
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Sensitivity of optical correlation to color change of target imagesOptical Pattern Recognition XXIII, Apr 2012, Baltimore, United States. pp.839801 |
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A new simultaneous compression & encryption method for images suitable to recognize form by optical correlationOptics and Photonics for Counterterrorism and Crime Fighting V, edited by Colin Lewis, Proc. of SPIE, 2009, Germany. pp.not mentionned, ⟨10.1117/12.830180⟩ |
Fast Transmission by Mobile Phone of Recognition Sign Language using a Segmented Multidecision Filter Adapted to the Parallel Virtual Machine (PVM)Future Generation Communication and Networking (FGCN 2007), Dec 2007, Jeju, France. pp.586-589, ⟨10.1109/FGCN.2007.125⟩ |
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Imagerie Hyperspectrale pour la Segmentation Automatique des Tissus en Chirurgie OrthopédiqueJournées Imagerie Optique Non-Conventionnelles (JiONC 2025), Mar 2025, Paris, France |
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Vers une modélisation optique générique des signatures spectrales d'objetsJournées Imagerie Optique Non-Conventionnelles. 2022 (JiONC 2022 ), Mar 2022, Paris, France |
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Vers une modélisation optique des signatures spectrales et polarimétriques d'objetsJournées Imagerie Optique Non-Conventionnelles (JiONC 2021 ), Mar 2021, Distanciel, France |
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Enhancing Embryo Stage Classification with Multi-Focal Plane Imaging and Deep Learning2025 |