Prof. Marwa El Bouz Profile

Prof. Marwa El Bouz

at Institut Supérieur d'Electronique du Nord

SPIE Involvement:

Author

Publications (20)

Proceedings Article | 7 June 2024 Poster + Paper

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

Amine Hadir, Olga Assainova, Mohamed Adjou, Gaetan Palka, Marwa Elbouz, Ayman Al Falou

Proceedings Volume 13040, 130400L (2024) https://doi.org/10.1117/12.3013461

KEYWORDS: Image segmentation, Remote sensing, Principal component analysis, Image classification, 3D modeling, Land cover, Semantics, Hyperspectral imaging, Image processing, Deep learning

Read Abstract +

Proceedings Article | 7 June 2024 Poster + Paper

Automatic detection of translocation t(9;22) using Siamese architecture

Mohammed El Amine Bechar, Nesma Settouti, Jean-Marie Guyader, Marwa El Bouz, Nathalie Douet-Guilbert, Ayman Al Falou, Marie-Bérengère Troadec

Proceedings Volume 13040, 130400Q (2024) https://doi.org/10.1117/12.3013641

KEYWORDS: Genetics, Diseases and disorders, Education and training, Diagnostics, Data modeling, Leukemia, Image segmentation, Image processing, Image analysis, Cancer detection

Read Abstract +

Proceedings Article | 13 June 2023 Poster + Paper

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

Nadine Abdallah Saab, Marianne Al Hayek, Catherine Baskiotis, Nesma Settouti, Olga Assainova, Mohammed El Amine Bechar, Chafiaa Hamitouche, Marwa El Bouz

Proceedings Volume 12519, 125190S (2023) https://doi.org/10.1117/12.2665796

KEYWORDS: Hyperspectral imaging, Tissues, RGB color model, Education and training, Surgery, Data modeling, Machine learning, Image segmentation, Neodymium, Equipment

Read Abstract +

Proceedings Article | 13 June 2023 Presentation + Paper

Learning disentangled representation of video for pallet decomposition in industrial warehouses

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

Proceedings Volume 12527, 1252704 (2023) https://doi.org/10.1117/12.2663161

KEYWORDS: Video, Machine learning, Data modeling, Video coding, Performance modeling, Education and training, Semantics, Semantic video, Neural networks, Monochromatic aberrations

Read Abstract +

Proceedings Article | 13 June 2023 Presentation + Paper

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, Marie-Bérengère Troadec

Proceedings Volume 12527, 125270O (2023) https://doi.org/10.1117/12.2665703

KEYWORDS: Education and training, Genetics, Diseases and disorders, Computer vision technology, Visual process modeling, Image analysis, Data modeling, Cancer detection, Cancer, Performance modeling

Read Abstract +

Proceedings Article | 15 March 2023 Presentation + Paper

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, Christian Brosseau

Proceedings Volume 12382, 1238206 (2023) https://doi.org/10.1117/12.2649370

KEYWORDS: Tissues, Collagen, Thyroid, Biological samples, Breast, Second harmonic generation, Education and training, Calibration, Databases, Neural networks

Read Abstract +

Proceedings Article | 12 April 2021 Presentation + Paper

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

Amaury Auguste, Ghislain Oudinet, Wissam Kaddah, Marwa Elbouz, Ayman Alfalou

Proceedings Volume 11735, 117350K (2021) https://doi.org/10.1117/12.2586946

KEYWORDS: Video surveillance, Motion analysis, Video, Surveillance systems, Image analysis, Computer simulations, Clouds, Cameras

Read Abstract +

Proceedings Article | 12 April 2021 Presentation + Paper

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

E. Sedgh-Gooya, F. Aram, W. Kaddah, M. Elbouz, A. Alfalou

Proceedings Volume 11735, 117350Q (2021) https://doi.org/10.1117/12.2586783

KEYWORDS: Sensors, Image processing, Image filtering

Read Abstract +

Proceedings Article | 12 April 2021 Presentation + Paper

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

Wissam Kaddah, Ehsan Sedgh Gooya, Marwa Elbouz, Ayman Alfalou

Proceedings Volume 11735, 117350J (2021) https://doi.org/10.1117/12.2586774

KEYWORDS: Artificial intelligence, Computer networks, Neural networks, Computer intrusion detection

Read Abstract +

Proceedings Article | 21 May 2019 Presentation + Paper

Underwater image quality improvement approach based on an adapted Gabor multi-channels filtering

K. OuldAmer, J. Hjjami, M. Elbouz, A. Alfalou, A. Boudraa

Proceedings Volume 10995, 109950Q (2019) https://doi.org/10.1117/12.2523399

KEYWORDS: Image filtering, Image segmentation, Image processing, Scattering, Light scattering, Cameras, Image quality, Optical filters, Gaussian filters

Read Abstract +

Proceedings Article | 13 May 2019 Presentation + Paper

Nonparametric kernel smoothing classification to enhance optical correlation decision performances

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

Proceedings Volume 10995, 109950C (2019) https://doi.org/10.1117/12.2518840

KEYWORDS: Databases, Fourier transforms, Phase only filters, Digital filtering, Image filtering, Computer simulations, Calibration, Image classification, Electroluminescence

Read Abstract +

Proceedings Article | 13 May 2019 Presentation + Paper

Automatic pavement crack classification on two-dimensional VIAPIX images

Wissam Kaddah, Marwa Elbouz, Yousri Ouerhani, Ayman Alfalou, Marc Desthieux

Proceedings Volume 10995, 1099508 (2019) https://doi.org/10.1117/12.2518839

KEYWORDS: Roads, Principal component analysis, Image classification, Image processing, Panoramic photography, Image segmentation, Navigation systems, Lawrencium, Continuous wavelet transforms, Imaging systems

Read Abstract +

Proceedings Article | 30 April 2018 Paper

Road sign identification and geolocation using JTC and VIAPIX module

Yousri Ouerhani, Marwa Elbouz, Ayman Alfalou, Wissam Kaddah, Marc Desthieux

Proceedings Volume 10649, 106490J (2018) https://doi.org/10.1117/12.2312490

KEYWORDS: Roads, Cameras, Global Positioning System, Imaging systems, 3D image processing, Fourier transforms

Read Abstract +

Proceedings Article | 30 April 2018 Paper

Energy criterion in correlation-based face recognition applications

A. Kouas, M. Elbouz, Y. Ouerhani, A. Alfalou, C. Brosseau, A. Fakhfakh, F. Ghozzi

Proceedings Volume 10649, 1064911 (2018) https://doi.org/10.1117/12.2312500

KEYWORDS: Facial recognition systems, Databases, Buildings, Defense and security, Optical tracking, Optical correlators, Phase only filters, Head, Fuzzy logic, Video surveillance

Read Abstract +

Proceedings Article | 29 April 2013 Paper

Adapted all-numerical correlator for face recognition applications

M. Elbouz, F. Bouzidi, A. Alfalou, C. Brosseau, I. Leonard, B.-E. Benkelfat

Proceedings Volume 8748, 874807 (2013) https://doi.org/10.1117/12.2014383

KEYWORDS: Fourier transforms, Optical correlators, Facial recognition systems, Phase only filters, Image filtering, Far-field diffraction, Composites, Detection and tracking algorithms, Field emission displays, Target detection

Read Abstract +

Proceedings Article | 15 October 2012 Paper

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

A. Alfalou, Nesrine Ben-Haj-Yahia, M. Elbouz, M. Alam

Proceedings Volume 8498, 84981A (2012) https://doi.org/10.1117/12.981868

KEYWORDS: Optical correlators, Facial recognition systems, Joint transforms, Denoising, Fourier transforms, Binary data, Databases, Image compression, Communication engineering, Computer engineering

Read Abstract +

Proceedings Article | 23 April 2012 Paper

Sensitivity of optical correlation to color change of target images

M. Elbouz, A. Alfalou, C. Brosseau, M. S. Alam, S. Qasmi, Y. Ouerhani

Proceedings Volume 8398, 83980A (2012) https://doi.org/10.1117/12.919768

KEYWORDS: RGB color model, Image filtering, Optical filters, Optical correlators, Phase only filters, Image processing, Composites, Pattern recognition, Target recognition, Color image processing

Read Abstract +

SPIE Journal Paper | 1 June 2011 Open Access

Errata: Fuzzy logic and optical correlation-based face recognition method for patient monitoring application in home video surveillance

Marwa Elbouz, Ayman Alfalou, Christian Brosseau

OE, Vol. 50, Issue 06, 069801, (June 2011) https://doi.org/10.1117/12.10.1117/1.3602165

KEYWORDS: Fuzzy logic, Facial recognition systems, Video surveillance, Optical engineering

Read Abstract +

DOWNLOAD PAPER

SPIE Journal Paper | 1 June 2011 Open Access

Fuzzy logic and optical correlation-based face recognition method for patient monitoring application in home video surveillance

Marwa Elbouz, Alfalou Ayman, Christian Brosseau

OE, Vol. 50, Issue 06, 067003, (June 2011) https://doi.org/10.1117/12.10.1117/1.3582861

KEYWORDS: Head, Fuzzy logic, Video, Optical correlators, Facial recognition systems, Video surveillance, Image segmentation, Cameras, Image filtering, Detection and tracking algorithms

Read Abstract +

DOWNLOAD PAPER

Proceedings Article | 25 September 2009 Paper

A new simultaneous compression and encryption method for images suitable to recognize form by optical correlation

Ayman Alfalou, Marwa Elbouz, Maher Jridi, Alain Loussert

Proceedings Volume 7486, 74860J (2009) https://doi.org/10.1117/12.830180

KEYWORDS: Image compression, Image segmentation, Multiplexing, Fourier transforms, Composites, Optical correlators, Image filtering, Optical filters, Computer security, Receivers

Read Abstract +

Showing 5 of 20 publications

View contact details

UPDATE YOUR PROFILE

Is this your profile? Update it now.

Sign into your SPIE.org account

Don’t have a profile and want one?

Create an account on SPIE.org

Keywords/Phrases

Search In:

Publication Years