Search Results - "Bouz, Marwa El"

Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey by Eddahmani, Ikram, Pham, Chi-Hieu, Napoléon, Thibault, Badoc, Isabelle, Fouefack, Jean-Rassaire, El-Bouz, Marwa

“…In recent years, the rapid development of deep learning approaches has paved the way to explore the underlying factors that explain the data. In particular,…”
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Selecting Hyperspectral Bands for Leaf Mass Per Area Prediction by Means of Neural Networks by Baskiotis, Catherine, Aval, Josselin, Bouz, Marwa El, Falou, Ayman Al

“…Accurate prediction of Leaf Mass per Area (LMA) from leaf-level hyperspectral reflectance measurements is fundamental for plant health watching. Limiting the…”
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Enhancing underwater optical imaging by using a low-pass polarization filter by Amer, Khadidja Ould, Elbouz, Marwa, Alfalou, Ayman, Brosseau, Christian, Hajjami, Jaouad

“…Object identification in highly turbid optical media depends mainly on the quality of collected images. Underwater images acquired in a turbid environment are…”
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Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey by Eddahmani, Ikram, Pham, Chi-Hieu, Napoléon, Thibault, Badoc, Isabelle, Fouefack, Jean-Rassaire, El-Bouz, Marwa

“…In recent years, the rapid development of deep learning approaches has paved the way to explore the underlying factors that explain the data. In particular,…”
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Extension of physical activity recognition with 3D CNN using encrypted multiple sensory data to federated learning based on multi-key homomorphic encryption by Pham, Chi-Hieu, Huynh-The, Thien, Sedgh-Gooya, Ehsan, El-Bouz, Marwa, Alfalou, Ayman

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Automatic detection of a structural chromosomal abnormality: the del(5q) deletion by Bechar, Mohammed El Amine, Guyader, Jean-Marie, El Bouz, Marwa, Douet-Guilbert, Nathalie, Al Falou, Ayman, Troadec, Marie-Bérengère

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Highly Performing Automatic Detection of Structural Chromosomal Abnormalities Using Siamese Architecture by Bechar, Mohammed El Amine, Guyader, Jean-Marie, El Bouz, Marwa, Douet-Guilbert, Nathalie, Al Falou, Ayman, Troadec, Marie-Bérengère

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Extension of physical activity recognition with 3D CNN using encrypted multiple sensory data to federated learning based on multi-key homomorphic encryption by Pham, Chi-Hieu, Huynh-The, Thien, Sedgh-Gooya, Ehsan, El-Bouz, Marwa, Alfalou, Ayman

“…Background and Objective: The Internet of medical things is enhancing smart healthcare services using physical wearable sensor-based devices connected to the…”
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Automatic detection of a structural chromosomal abnormality: the del(5q) deletion by Bechar, Mohammed El Amine, Guyader, Jean-Marie, El Bouz, Marwa, Douet-Guilbert, Nathalie, Alfalou, Ayman, Troadec, Marie-Bérengère

“…Cancer, hematological malignancies and inherited genetic diseases can be diagnosed by detecting chromosome abnormalities. This detection is crucial for the…”
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Optimized minimal path selection (OMPS) method for automatic and unsupervised crack segmentation within two-dimensional pavement images by Kaddah, Wissam, Elbouz, Marwa, Ouerhani, Yousri, Baltazart, Vincent, Desthieux, Marc, Alfalou, Ayman

“…In many countries, the common practice for monitoring road surface conditions consists in collecting pavement images at traffic speed by devoted imaging…”
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Highly Performing Automatic Detection of Structural Chromosomal Abnormalities Using Siamese Architecture by Bechar, Mohammed El Amine, Guyader, Jean-Marie, El Bouz, Marwa, Douet-Guilbert, Nathalie, Al Falou, Ayman, Troadec, Marie-Bérengère

“…[Display omitted] •We describe a novel technique for detecting structural chromosomal abnormalities.•The Siamese architecture that we use mimics how human…”
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Automatic darkest filament detection (ADFD): a new algorithm for crack extraction on two-dimensional pavement images by Kaddah, Wissam, Elbouz, Marwa, Ouerhani, Yousri, Alfalou, Ayman, Desthieux, Marc

“…Pavement condition information is a significant component in pavement management systems. Precise extraction of road degradations particularly cracks is a…”
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Behavioral Analysis and Individual Tracking Based on Kalman Filter: Application in an Urban Environment by Auguste, Amaury, Kaddah, Wissam, Elbouz, Marwa, Oudinet, Ghislain, Alfalou, Ayman

“…In order to improve behavioral analysis systems in urban environments, this paper proposes, using data extracted from video surveillance cameras, a tracking…”
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Invertible Physics-Based Hyperspectral Signature Models: A review by Al Hayek, Marianne, Baskiotis, Catherine, Aval, Josselin, Elbouz, Marwa, El Hassan, Bachar

“…The richness of hyperspectral imaging (HSI)-collected signals makes possible quantitative inference by the inverse problem-solving of the chemical and…”
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Enhancing Optical Correlation Decision Performance for Face Recognition by Using a Nonparametric Kernel Smoothing Classification by Saumard, Matthieu, Elbouz, Marwa, Aron, Michaël, Alfalou, Ayman, Brosseau, Christian

“…Optical correlation has a rich history in image recognition applications from a database. In practice, it is simple to implement optically using two lenses or…”
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Designing a composite correlation filter based on iterative optimization of training images for distortion invariant face recognition by Wang, Q., Elbouz, M., Alfalou, A., Brosseau, C.

“…We present a novel method to optimize the discrimination ability and noise robustness of composite filters. This method is based on the iterative preprocessing…”
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Optimization of the performances of correlation filters by pre-processing the input plane by Bouzidi, F., Elbouz, M., Alfalou, A., Brosseau, C., Fakhfakh, A.

“…We report findings on the optimization of the performances of correlation filters. First, we propound and validate an optimization of ROC curves adapted to…”
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Assessing the performance of a motion tracking system based on optical joint transform correlation by Elbouz, M., Alfalou, A., Brosseau, C., Ben Haj Yahia, N., Alam, M.S.

“…We present an optimized system specially designed for the tracking and recognition of moving subjects in a confined environment (such as an elderly remaining…”
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Correlation based efficient face recognition and color change detection by Elbouz, M., Alfalou, A., Brosseau, C., Alam, M.S., Qasmi, S.

“…Identifying the human face via correlation is a topic attracting widespread interest. At the heart of this technique lies the comparison of an unknown target…”
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Signal window minimum average error algorithm for multi-phase level computer-generated holograms by El Bouz, Marwa, Heggarty, Kevin

“…This paper extends the article ''Signal window minimum average error algorithm for computer-generated holograms'' Ž. JOSA A 1998 to multi-phase level CGHs. We…”
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