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marwa elbouz

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Researcher identifiers
  • IdHAL marwa-elbouz
  • ORCID 0000-0002-9431-4320
  • Google Scholar : https://scholar.google.fr/citations?user=pAaJtBQAAAAJ&hl=fr

Presentation

Associate professor in Signal and Image processing LSL Team, L@bisen Yncrea Ouest

Publications

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⟩
Journal articles hal-04979660v1

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⟩
Journal articles hal-04778373v1

Highly Performing Automatic Detection of Structural Chromosomal Abnormalities Using Siamese Architecture

Mohammed El Amine Bechar , Jean-Marie Guyader , Marwa El Bouz , Nathalie Douet-Guilbert , Ayman Al Falou
Journal of Molecular Biology, 2023, 435 (8), pp.168045. ⟨10.1016/j.jmb.2023.168045⟩
Journal articles hal-04778466v1

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 Al Falou
Journal of Molecular Biology, 2023, 435 (8), pp.21. ⟨10.1117/12.2665703⟩
Journal articles hal-04778397v1

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⟩
Journal articles 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⟩
Journal articles 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⟩
Journal articles hal-02696449v1

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
Journal articles hal-03257769v1

Image Processing Methods for the Automated Assessment of Neuronal Outgrowth

Nicolas Gaborel , Jonathan Le Gall , Ayman Alfalou , Marwa El Bouz , Virginie Buhé
IOSR Journal of Computer Engineering (IOSR - JCE) , 2019, 21 (2), pp.49-55
Journal articles hal-03257848v1

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
The Visual Computer, 2019, 35 (9), pp.1293-1309. ⟨10.1007/s00371-018-1515-9⟩
Journal articles hal-03038641v1
Image document

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⟩
Journal articles hal-03240824v1

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⟩
Journal articles 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⟩
Journal articles 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
Journal articles 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⟩
Journal articles 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
Journal articles 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⟩
Journal articles 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
Journal articles hal-03347005v1
Image document

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⟩
Journal articles 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]
Journal articles hal-00667347v1
Image document

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)
Journal articles hal-00579175v1
Image document

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⟩
Journal articles 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⟩
Journal articles 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
Journal articles hal-01974868v1

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
Conference papers 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
Algorithms, Technologies, and Applications for Multispectral and Hyperspectral Imaging XXIX, Apr 2023, Orlando, France. pp.45, ⟨10.1117/12.2665796⟩
Conference papers hal-04778459v1

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
Pattern Recognition and Tracking XXXIV, Apr 2023, Orlando, France. pp.21, ⟨10.1117/12.2665703⟩
Conference papers hal-04779840v1

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⟩
Conference papers hal-04778422v1

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
Polarized Light and Optical Angular Momentum for Biomedical Diagnostics 2023, Jan 2023, San Francisco, France. pp.24, ⟨10.1117/12.2649370⟩
Conference papers 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⟩
Conference papers hal-03207768v1

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⟩
Conference papers hal-03207774v1

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⟩
Conference papers hal-03209362v1

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⟩
Conference papers 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⟩
Conference papers 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⟩
Conference papers hal-03045748v1
Image document

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
Conference papers hal-03055990v1

Adapted all-numerical correlator for face recognition applications

Marwa Elbouz , Fatma Bouzidi , Ayman Alfalou , Christian Brosseau , Isabelle Leonard
SPIE Defense, Security and Sensing 2013 : Optical Pattern Recognition XXIV, Apr 2013, Baltimore, United States. pp.874807 - ⟨10.1117/12.2014383⟩
Conference papers hal-01696143v1
Image document

Sensitivity of optical correlation to color change of target images

Marwa El Bouz , Ayman Alfalou , Christian Brosseau , M.S. Alam , Sofia Qasmi
Optical Pattern Recognition XXIII, Apr 2012, Baltimore, United States. pp.839801
Conference papers hal-00783036v1
Image document

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⟩
Conference papers 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⟩
Conference papers hal-03346938v1
Image document

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
Conference poster hal-03636890v1
Image document

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
Conference poster hal-03636875v1