me

marwa elbouz

42
Documents
Identifiants chercheurs

Présentation

Associate professor in Signal and Image processing

LSL Team, L@bisen

Yncrea Ouest

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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⟩
Article dans une revue hal-04979660 v1

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-04778373 v1

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 et al.
Journal of Molecular Biology, 2023, 435 (8), pp.168045. ⟨10.1016/j.jmb.2023.168045⟩
Article dans une revue hal-04778466 v1

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 et al.
Journal of Molecular Biology, 2023, 435 (8), pp.21. ⟨10.1117/12.2665703⟩
Article dans une revue (data paper) hal-04778397 v1

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-03411220 v1

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-03045714 v1

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-02696449 v1

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-03038641 v1
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⟩
Article dans une revue hal-03240824 v1

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-03257769 v1

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-03257848 v1

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 hal-03258026 v1

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 hal-01272314 v1

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-01165407 v1

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 hal-01273001 v1

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-00984463 v1

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-01277485 v1

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-03347005 v1

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-00667347 v1
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⟩
Article dans une revue hal-00607797 v1
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)
Article dans une revue hal-00579175 v1
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⟩
Article dans une revue hal-01974805 v1

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-03346920 v1

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-01974868 v1

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-04780713 v1

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-04778459 v1

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-04779840 v1

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-04778422 v1

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-04778436 v1

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-03209362 v1

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-03207768 v1

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-03207774 v1

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-03045767 v1

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-02696742 v1

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-03045748 v1
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
Communication dans un congrès hal-03055990 v1

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-01696143 v1
Image document

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-00783036 v1
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⟩
Communication dans un congrès hal-00516791 v1

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-03346938 v1
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
Poster de conférence hal-03636890 v1
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
Poster de conférence hal-03636875 v1