me

marwa elbouz

54
Documents
Identifiants chercheurs

Présentation

Associate professor in Signal and Image processing

LSL Team, L@bisen

Yncrea Ouest

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Publications

UNet Segmentation for Accurate Parcel Delineation: Improvement with temporal multi-spectral images

Amine Hadir , Mohamed Adjou , Gaëtan Palka , Olga Assainova , Marwa El Bouz

ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2026, XLVIII-4/W17-2025, pp.143-149. ⟨10.5194/isprs-archives-xlviii-4-w17-2025-143-2026⟩

Article dans une revue hal-05484192v1

Optimizing YOLOv8n using hOSVD for efficient object detection: towards real-time video surveillance applications

Alaa El Ichi , Wissam Kaddah , Marwa El Bouz , Isabelle Badoc

Signal, Image and Video Processing, 2025, 19 (13), pp.1066. ⟨10.1007/s11760-025-04301-6⟩

Article dans une revue hal-05252071v1

Tensor deep-anomaly: robust tensor classifier for video anomaly detection in surveillance videos

Alaa El Ichi , Wissam Kaddah , Marwa El Bouz , Isabelle Badoc

Multimedia Tools and Applications, 2025, ⟨10.1007/s11042-025-20814-1⟩

Article dans une revue hal-05022737v1

Exploring HSI imagery for overlapped chromosomes segmentation

Najoua Zeffate , Mohammed El Amine Bechar , Jean-Marie Guyader , Nathalie Douet-Guilbert , Marwa El Bouz et al.

Chromosome Research, 2025, 33 (1), pp.30. ⟨10.1007/s10577-025-09791-1⟩

Article dans une revue hal-05413351v1

TER-FCN: Tensor Einstein Reduced Fully Connected Network applied to Region-based Convolutional Neural Networks for object detection

Alaa El Ichi , Wissam Kaddah , Marwa El Bouz , Isabelle Badoc

Signal, Image and Video Processing, 2025, 19 (8), pp.621. ⟨10.1007/s11760-025-04283-5⟩

Article dans une revue hal-05115347v1

Towards automation of warehouse management: Counting boxes on pallets via 3D reconstruction from a single image

Ikram Eddahmani , Thibault Napoléon , Chi-Hieu Pham , Isabelle Badoc , Marwa El-Bouz

Applied Intelligence, 2025, 55 (10), pp.766. ⟨10.1007/s10489-025-06621-z⟩

Article dans une revue hal-05119555v1
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Comparative study of agricultural parcel delineation deep learning methods using satellite images: Validation through parcels complexity

Amine Hadir , Mohamed Adjou , Olga Assainova , Gaëtan Palka , Marwa Elbouz

Smart Agricultural Technology, 2025, 10, pp.100833. ⟨10.1016/j.atech.2025.100833⟩

Article dans une revue hal-05314895v1

Exploring band selection methods for enhanced chromosomal analysis in Hyperspectral imaging

Najoua Zeffate , Mohammed El Amine Bechar , Jean-Marie Guyader , Nesma Settouti , Nathalie Douet-Guilbert et al.

Applied Spectroscopy, 2025, ⟨10.1177/00037028251403574⟩

Article dans une revue hal-05400945v1

Invertible Physics-Based Hyperspectral Signature Models: A review

Marianne Al Hayek , Catherine Baskiotis , Josselin Aval , Marwa El Bouz , Bachar El Hassan

IEEE geoscience and remote sensing magazine, 2023, 11 (4), pp.45-62. ⟨10.1109/MGRS.2023.3315520⟩

Article dans une revue (article de synthèse) hal-04778373v1

Extension of physical activity recognition with 3D CNN using encrypted multiple sensory data to federated learning based on multi-key homomorphic encryption

Chi-Hieu Pham , Thien Huynh-The , Ehsan Sedgh-Gooya , Marwa El-Bouz , Ayman Alfalou

Computer Methods and Programs in Biomedicine, 2023, pp.107854. ⟨10.1016/j.cmpb.2023.107854⟩

Article dans une revue hal-04248917v1
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Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey

Ikram Eddahmani , Chi-Hieu Pham , Thibault Napoléon , Isabelle Badoc , Jean-Rassaire Fouefack et al.

Sensors, 2023, 23 (4), pp.2362. ⟨10.3390/s23042362⟩

Article dans une revue hal-04092026v1

Behavioral Analysis and Individual Tracking Based on Kalman Filter: Application in an Urban Environment

Amaury Auguste , W Kaddah , Ghislain Oudinet , Ayman Alfalou , Marwa El Bouz

Sensors, 2021, 21 (21), pp.7234. ⟨10.3390/s21217234⟩

Article dans une revue hal-03411220v1

Automatic darkest filament detection (ADFD): a new algorithm for crack extraction on two-dimensional pavement images

W Kaddah , Marwa El Bouz , Yousri Ouerhani , Ayman Alfalou , Marc Desthieux

The Visual Computer, 2020, 36 (7), pp.1369-1384. ⟨10.1007/s00371-019-01742-2⟩

Article dans une revue hal-03045714v1

Enhancing Optical Correlation Decision Performance for Face Recognition by Using a Nonparametric Kernel Smoothing Classification

Matthieu Saumard , Michael Aron , Ayman Alfalou , Christian Brosseau , Marwa El Bouz

Sensors, 2019, 19 (23), pp.5092. ⟨10.3390/s19235092⟩

Article dans une revue hal-02696449v1

Optimized minimal path selection (OMPS) method for automatic and unsupervised crack segmentation within two-dimensional pavement images

W Kaddah , Marwa El Bouz , Yousri Ouerhani , Vincent Baltazart , Marc Desthieux et al.

The Visual Computer, 2019, 35 (9), pp.1293-1309. ⟨10.1007/s00371-018-1515-9⟩

Article dans une revue hal-03038641v1
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Enhancing underwater optical imaging by using a low-pass polarization filter

Khadidja Ould Amer , Marwa El Bouz , Christian Brosseau , Jaouad Hajjami , Ayman Alfalou

Optics Express, 2019, 27 (2), pp.621-643. ⟨10.1364/oe.27.000621⟩

Article dans une revue hal-03240824v1

Image Processing Methods for the Automated Assessment of Neuronal Outgrowth

Nicolas Gaborel , Jonathan Le Gall , Ayman Alfalou , Marwa El Bouz , Virginie Buhé et al.

IOSR Journal of Computer Engineering (IOSR - JCE) , 2019, 21 (2), pp.49-55

Article dans une revue hal-03257848v1

Implementation of a VLC correlator for face identification in areal-life application

Nicolas Gaborel , Ayman Alfalou , Marwa El Bouz

IOSR Journal of Computer Engineering (IOSR - JCE) , 2019

Article dans une revue hal-03257769v1

Designing a composite correlation filter based on iterative optimization of training images for distortion invariant face recognition

Q. Wang , Marwa El Bouz , Ayman Alfalou , C. Brosseau

Optics and Lasers in Engineering, 2017, 93, pp.100-108. ⟨10.1016/j.optlaseng.2017.01.014⟩

Article dans une revue istex hal-03258026v1

Optimization of the performances of correlation filters by pre-processing the input plane

F. Bouzidi , Ayman Alfalou , Marwa El Bouz , C. Brosseau , A. Fakhfakh

Optics Communications, 2016, 358, pp.132-139. ⟨10.1016/j.optcom.2015.09.022⟩

Article dans une revue istex hal-01272314v1

Assessing the performances of a motion tracking system based on optical joint transform correlation

M. Elbouz , A. Fallou , Christian Brosseau , N Ben Haj

Optics Communications, 2015, 345, pp.65

Article dans une revue hal-01165407v1

Assessing the performance of a motion tracking system based on optical joint transform correlation

Marwa El Bouz , Ayman Alfalou , C. Brosseau , Yahia N. Ben Haj , M.S. Alam

Optics Communications, 2015, 349, pp.65-82. ⟨10.1016/j.optcom.2015.03.020⟩

Article dans une revue istex hal-01273001v1

A three-level correlation technique for face recognition and color change detection.

M. Elbouz , A. Alfalou , Christian Brosseau , S. Alam , S. Qasmi

Opt.Commun, 2013, 113, pp.186-200

Article dans une revue hal-00984463v1

Correlation based efficient face recognition and color change detection

Marwa El Bouz , Ayman Alfalou , C. Brosseau , M.S Alam , S. Qasmi

Optics Communications, 2013, 311, pp.186-200. ⟨10.1016/j.optcom.2013.07.071⟩

Article dans une revue istex hal-01277485v1

Face recognition using a non-zero-order correlation plane and a nonlinear joint transform correlator

Marwa El Bouz , Ayman Alfalou , M.S Alam

Proceedings of SPIE, the International Society for Optical Engineering, 2012

Article dans une revue hal-03347005v1
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Fuzzy logic and optical correlation-based face recognition method for patient monitoring application in home video surveillance

Marwa El Bouz , Ayman Alfalou , C. Brosseau

Optical Engineering, 2011, 50 (6), pp.067003. ⟨10.1117/1.3582861⟩

Article dans une revue hal-00607797v1

Optical compression scheme to simultaneously multiplex and encode images

A. Al Falou, , Ali Mansour , M. Elbouz , Christian Brosseau

Optical and Digital Image Processing: Fundamentals and Applications, 2011, CH21, pp.463-483[ISBN 978-3-527-40956-3]

Article dans une revue hal-00667347v1
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New spectral image compression method based on an optimal phase coding and the RMS duration principle

Ayman Alfalou , Marwa El Bouz , Ali Mansour , Gilels Keryer

Journal of Optics, 2010, 12, 115403 (12 pp)

Article dans une revue hal-00579175v1
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Stepper based maskless microlithography using a liquid crystal display for massively parallel direct-write of binary and multilevel microstructures

Melanie M Kessels , Marwa El Bouz , Robin Pagan , Kevin Heggarty

Journal of Micro/Nanolithography, MEMS, and MOEMS, 2007, 6 (3), pp.033002. ⟨10.1117/1.2767331⟩

Article dans une revue hal-01974805v1

Segmented phase only filter binarized with a new approach of error diffusion method

Marwa El Bouz , Ayman Al Falou , Habib Hamam

Journal of Optics A: Pure and Applied Optics, 2005, 7 (4), pp.183-191. ⟨10.1088/1464-4258/7/4/006⟩

Article dans une revue istex hal-03346920v1

Signal window minimum average error algorithm for multi-phase level computer-generated holograms

Marwa El Bouz , Kevin Heggarty

Optics Communications, 2000, 180, pp.2000 - 2021

Article dans une revue hal-01974868v1

Precise Tissue Segmentation in Orthopedic Surgery Using Hyperspectral Imaging

Aya Hage Chehade , Nadine Abdallah Saab , Mohammed El Amine Bechar , Nesma Settouti , Olga Assainova et al.

2025 Eighth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2025, Debbieh, Lebanon. pp.1-5, ⟨10.1109/ICABME66883.2025.11211836⟩

Communication dans un congrès hal-05404565v1

A Promising Contribution of Hyperspectral Unmixing for Overlapped Tissues Segmentation Using Autoencoders

Bouchra Abdel Aziz , Nadine Abdallah Saab , Amani Raad , Olga Assainova , Mohamad Khalil et al.

2025 Eighth International Conference on Advances in Biomedical Engineering (ICABME), Oct 2025, Debbieh, France. pp.1-6, ⟨10.1109/ICABME66883.2025.11210879⟩

Communication dans un congrès hal-05484274v1

Towards Early Detection: Physics-based Hyperspectral Models for the Detection of Tomato Plant Diseases

Marianne Al Hayek , Nadine Abdallah Saab , Olga Assainova , Mohammed El Amine Bechar , Marwa Elbouz et al.

2025 International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), IEEE, Aug 2025, Antalya, Turkey. pp.1-5, ⟨10.1109/ACDSA65407.2025.11166384⟩

Communication dans un congrès hal-05314848v1

Bridging the gap: deep learning in the semantic segmentation of remote sensing data

Marwa El Bouz

Bridging the gap: deep learning in the semantic segmentation of remote sensing data, Apr 2024, brest, France

Communication dans un congrès hal-04780713v1

Contribution of hyperspectral imaging in interventional environment: application to orthopedic surgery

Nadine Abdallah Saab , Marianne Al Hayek , Catherine Baskiotis , Nesma Settouti , Olga Assainova et al.

Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXIX, Apr 2023, Orlando, France. pp.45, ⟨10.1117/12.2665796⟩

Communication dans un congrès hal-04778459v1

Automated Hyperspectral Apple Variety Identification Based on Patch-wise Classification

Nesma Settouti , Olga Assainova , Nadine Abdallah Saab , Marwa El Bouz

Applied Industrial Spectroscopy, 2023, Munich, France. pp.JW2A.28, ⟨10.1364/AIS.2023.JW2A.28⟩

Communication dans un congrès hal-04778422v1

Automatic detection of a structural chromosomal abnormality: the del(5q) deletion

Mohammed El Amine Bechar , Jean-Marie Guyader , Marwa El Bouz , Nathalie Douet-Guilbert , Ayman Alfalou et al.

Pattern Recognition and Tracking XXXIV, Apr 2023, Orlando, France. pp.21, ⟨10.1117/12.2665703⟩

Communication dans un congrès hal-04779840v1

Information extraction in polarization-resolved second harmonic generation microscopy images of human tissues for automatic cancer diagnosis

Catherine Baskiotis , Olga Assainova , Nadine Abdallah Saab , Marwa El Bouz , Ayman Alfalou et al.

Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2023, Jan 2023, San Francisco, France. pp.24, ⟨10.1117/12.2649370⟩

Communication dans un congrès hal-04778436v1

Securing smart cities using artificial intelligence: intrusion and abnormal behavior detection system

W Kaddah , Ehsan Sedgh Gooya , Marwa El Bouz , Ayman Alfalou

Pattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.17, ⟨10.1117/12.2586774⟩

Communication dans un congrès hal-03207768v1

A human body morphology detector: a distinctive filter to differentiate the image-based process depending on whether the person is a child or an adult

Ehsan Sedgh Gooya , Fatemeh Aram , W Kaddah , Marwa El Bouz , Ayman Alfalou

Pattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.23, ⟨10.1117/12.2586783⟩

Communication dans un congrès hal-03209362v1

Implementation of a behavioral analysis method of crowd movement in the service of video surveillance

Amaury Auguste , Ghislain Oudinet , W Kaddah , Marwa El Bouz , Ayman Alfalou

Pattern Recognition and Tracking XXXII, Apr 2021, Online Only, United States. pp.18, ⟨10.1117/12.2586946⟩

Communication dans un congrès hal-03207774v1

Automatic pavement crack classification on two-dimensional VIAPIX images

W Kaddah , Marwa El Bouz , Yousri Ouerhani , Ayman Alfalou , Marc Dtieux

Pattern Recognition and Tracking XXX, Apr 2019, Baltimore, United States. pp.7, ⟨10.1117/12.2518839⟩

Communication dans un congrès hal-03045767v1

Nonparametric kernel smoothing classification to enhance optical correlation decision performances

Matthieu Saumard , Michael Aron , Ayman Alfalou , Marwa El Bouz

Pattern Recognition and Tracking XXX, Apr 2019, Baltimore, France. pp.11, ⟨10.1117/12.2518840⟩

Communication dans un congrès hal-02696742v1

Road sign identification and geolocation using JTC and VIAPIX module

Yousri Ouerhani , Marwa El Bouz , Ayman Alfalou , W Kaddah , Marc Desthieux

Pattern Recognition and Tracking XXIX, Apr 2018, Orlando, United States. pp.21, ⟨10.1117/12.2312490⟩

Communication dans un congrès hal-03045748v1
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Ongoing Studies for Automatic Road Anomalies Detection on 2D and 3D Pavement Images

W Kaddah , Marwa El Bouz , Yousri Ouerhani , Ayman Alfalou , Marc Desthieux

The International Symposium on Optoelectronic Technology and Application (OTA), 2018, Beijing, China

Communication dans un congrès hal-03055990v1

Adapted all-numerical correlator for face recognition applications

Marwa Elbouz , Fatma Bouzidi , Ayman Alfalou , Christian Brosseau , Isabelle Leonard et al.

SPIE Defense, Security and Sensing 2013 : Optical Pattern Recognition XXIV, Apr 2013, Baltimore, United States. pp.874807 - ⟨10.1117/12.2014383⟩

Communication dans un congrès hal-01696143v1
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Sensitivity of optical correlation to color change of target images

Marwa El Bouz , Ayman Alfalou , Christian Brosseau , M.S. Alam , Sofia Qasmi et al.

Optical Pattern Recognition XXIII, Apr 2012, Baltimore, United States. pp.839801

Communication dans un congrès hal-00783036v1
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A new simultaneous compression & encryption method for images suitable to recognize form by optical correlation

Ayman Alfalou , Marwa Elbouz , Maher Jridi , Alain Loussert

Optics and Photonics for Counterterrorism and Crime Fighting V, edited by Colin Lewis, Proc. of SPIE, 2009, Germany. pp.not mentionned, ⟨10.1117/12.830180⟩

Communication dans un congrès hal-00516791v1

Fast Transmission by Mobile Phone of Recognition Sign Language using a Segmented Multidecision Filter Adapted to the Parallel Virtual Machine (PVM)

Marwa El Bouz , Ayman Alfalou , Habib Hamam

Future Generation Communication and Networking (FGCN 2007), Dec 2007, Jeju, France. pp.586-589, ⟨10.1109/FGCN.2007.125⟩

Communication dans un congrès hal-03346938v1
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Imagerie Hyperspectrale pour la Segmentation Automatique des Tissus en Chirurgie Orthopédique

Aya Hage Chehade , Nadine Abdallah Saab , Mohammed El Amine Bechar , Nesma Settouti , Olga Assainova et al.

Journées Imagerie Optique Non-Conventionnelles (JiONC 2025), Mar 2025, Paris, France

Poster de conférence hal-05317572v1
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Vers une modélisation optique générique des signatures spectrales d'objets

Marianne Al Hayek , Josselin Aval , Marwa Elbouz , Bachar Elhassan

Journées Imagerie Optique Non-Conventionnelles. 2022 (JiONC 2022 ), Mar 2022, Paris, France

Poster de conférence hal-03636890v1
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Vers une modélisation optique des signatures spectrales et polarimétriques d'objets

Marianne Al Hayek , Josselin Aval , Marwa Elbouz , Bachar Elhassan

Journées Imagerie Optique Non-Conventionnelles (JiONC 2021 ), Mar 2021, Distanciel, France

Poster de conférence hal-03636875v1