Search Results - "Benzaoui, Amir"

Multi-Block Color-Binarized Statistical Images for Single-Sample Face Recognition by Adjabi, Insaf, Ouahabi, Abdeldjalil, Benzaoui, Amir, Jacques, Sébastien

“…Single-Sample Face Recognition (SSFR) is a computer vision challenge. In this scenario, there is only one example from each individual on which to train the…”
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Enhancing Heartbeat Classification through Cascading Next Generation and Conventional Reservoir Computing by Arbateni, Khaled, Benzaoui, Amir

“…Electrocardiography (ECG) is a simple and safe tool for detecting heart conditions. Despite the diaspora of existing heartbeat classifiers, improvements such…”
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Contactless Palmprint Recognition Using Binarized Statistical Image Features-Based Multiresolution Analysis by Amrouni, Nadia, Benzaoui, Amir, Bouaouina, Rafik, Khaldi, Yacine, Adjabi, Insaf, Bouglimina, Ouahiba

“…In recent years, palmprint recognition has gained increased interest and has been a focus of significant research as a trustworthy personal identification…”
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Boosting the Performance of Deep Ear Recognition Systems Using Generative Adversarial Networks and Mean Class Activation Maps by Bouaouina, Rafik, Benzaoui, Amir, Doghmane, Hakim, Brik, Youcef

“…Ear recognition is a complex research domain within biometrics, aiming to identify individuals using their ears in uncontrolled conditions. Despite the…”
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Palmprint Recognition: Extensive Exploration of Databases, Methodologies, Comparative Assessment, and Future Directions by Amrouni, Nadia, Benzaoui, Amir, Zeroual, Abdelhafid

“…This paper presents a comprehensive survey examining the prevailing feature extraction methodologies employed within biometric palmprint recognition models. It…”
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A new framework for grayscale ear images recognition using generative adversarial networks under unconstrained conditions by Khaldi, Yacine, Benzaoui, Amir

“…Getting to an ear recognition model that can overcome all challenges and difficulties was and still the main objective of researchers for years. One particular…”
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Ear Recognition Based on Deep Unsupervised Active Learning by Khaldi, Yacine, Benzaoui, Amir, Ouahabi, Abdeldjalil, Jacques, Sebastien, Taleb-Ahmed, Abdelmalik

“…Cooperative machine learning has many applications, such as data annotation, where an initial model trained with partially labeled data is used to predict…”
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Emerging advances in deep learning and computer vision for visual data search and mining in E-commerce by Alshazly, Hammam, Elmannai, Hela, Benzaoui, Amir

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A Comprehensive survey on ear recognition: Databases, approaches, comparative analysis, and open challenges by Benzaoui, Amir, Khaldi, Yacine, Bouaouina, Rafik, Amrouni, Nadia, Alshazly, Hammam, Ouahabi, Abdeldjalil

“…Automatic identity recognition from ear images is an active research topic in the biometric community. The ability to secretly acquire images of the ear…”
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Particle Swarm Optimization and Two-Way Fixed-Effects Analysis of Variance for Efficient Brain Tumor Segmentation by Atia, Naoual, Benzaoui, Amir, Jacques, Sébastien, Hamiane, Madina, Kourd, Kaouther El, Bouakaz, Ayache, Ouahabi, Abdeldjalil

“…Segmentation of brain tumor images, to refine the detection and understanding of abnormal masses in the brain, is an important research topic in medical…”
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Region of Interest Synthesis using Image-to-Image Translation for ear recognition by Khaldi, Yacine, Benzaoui, Amir

“…Most ear recognition techniques use cropped ear images, as they are, with backgrounds, hair, part of the face or neck skin, and even cloths. These non-ear…”
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Single Sample Face Recognition: A Comparative Study between Texture and Deep-Learning-based Features by Adjabi, Insaf, Benzaoui, Amir

“…Single sample face recognition (SSFR) is an active and challenging research subject in the biometric and artificial intelligence communities with the ultimate…”
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Identity Recognition based on Palmprints: The Preliminary Results by Amrouni, Nadia, Benzaoui, Amir, Adjabi, Insaf

“…Private and automatic recognition in many applications, such as forensic, access control, and surveillance systems, has become necessary in recent years…”
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Ear recognition using local color texture descriptors from one sample image per person by Benzaoui, Amir, Boukrouche, Abdelhani

“…Morphological shape of the human ear presents a rich and stable information embedded on the curved 3D surface, which has invited lot attention from the…”
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Propagation Delay Optimization by Game Theory for Autonomous Vehicles Networks by Boucenna, Mohamed Lamine, Benzaoui, Amir, Benslama, Malek

“…Autonomous vehicles (AVs) are the actual technology challenge of intelligent vehicles or robots. Many AVs or an AV team should connect between them and with a…”
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Identity recognition based on the external shape of the human ear by Benzaoui, Amir, Hezil, Nabil, Boukrouche, Abdelhani

“…External shape of the human ear presents a rich and stable information embedded on the curved 3D surface, which has invited lot attention from the forensic and…”
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Ear description and recognition using ELBP and wavelets by Benzaoui, Amir, Kheider, Ali, Boukrouche, Abdelhani

“…The human ear is a new technology in biometrics which is not yet used in a real context or in commercial applications. For this purpose of biometric system, we…”
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Person identification based on ear morphology by Benzaoui, Amir, Adjabi, Insaf, Boukrouche, Abdelhani

“…Morphological shape of the human ear presents a rich and stable information embedded on the curved 3D surface, which has invited lot attention from the…”
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1DLBP and PCA for face recognition by Benzaoui, Amir, Boukrouche, Abdelhani

“…A new algorithm for face recognition is proposed in this work, this algorithm is mainly based on LBP texture analysis in one dimensional space 1DLBP and…”
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Face recognition using 1DLBP, DWT and SVM by Benzaoui, Amir, Boukrouche, Abdelhani, Doghmane, Hakim, Bourouba, Houcine

“…The popular Local binary patterns (LBP) have been highly successful in describing and recognizing faces. However, the original LBP has several limitations…”
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