Mounim A. El-Yacoubi - researchr alias

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Viewing Publication 1 - 72 from 72

2024

2023

Transfer Learning for Word Spotting in Historical Arabic Documents Based Triplet-CNNAbir Fathallah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara. visapp 2023: 520-527 [doi]

EHDI: Enhancement of Historical Document Images via Generative Adversarial NetworkAbir Fathallah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara. visapp 2023: 238-245 [doi]

Transformer Based Defense GAN Against Palm-Vein Adversarial AttacksYantao Li, Song Ruan, Huafeng Qin, Shaojiang Deng, Mounim A. El-Yacoubi. tifs, 18:1509-1523, 2023. [doi]

Adaptive Deep Feature Fusion for Continuous Authentication With Data AugmentationYantao Li, Li Liu, Huafeng Qin, Shaojiang Deng, Mounim A. El-Yacoubi, Gang Zhou. tmc, 22(10):5690-5705, October 2023. [doi]

Abstract Layer for LeakyReLU for Neural Network Verification Based on Abstract InterpretationOmar El Mellouki, Mohamed Ibn Khedher, Mounim A. El-Yacoubi. access, 11:33401-33413, 2023. [doi]

Label Enhancement-Based Multiscale Transformer for Palm-Vein RecognitionHuafeng Qin, Changqing Gong, Yantao Li, Xinbo Gao 0001, Mounim A. El-Yacoubi. tim, 72:1-17, 2023. [doi]

Local Attention Transformer-Based Full-View Finger-Vein IdentificationHuafeng Qin, Rongshan Hu, Mounim A. El-Yacoubi, Yantao Li, Xinbo Gao 0001. tcsv, 33(6):2767-2782, June 2023. [doi]

Risk assessment of diabetic retinopathy with machine and deep learning models with PPG signals and PWVSerena Zanelli, Kornelia Eveilleau, Mehdi Ammi, Magid Hallab, Mounim A. El-Yacoubi. embc 2023: 1-5 [doi]

Type 2 Diabetes Detection With Light CNN From Single Raw PPG WaveSerena Zanelli, Mounim A. El-Yacoubi, Magid Hallab, Mehdi Ammi. access, 11:57652-57665, 2023. [doi]

2022

2021

2020

2019

Model Fusion to Enhance the Clinical Acceptability of Long-Term Glucose PredictionsMaxime De Bois, Mehdi Ammi, Mounim A. El-Yacoubi. bibe 2019: 258-264 [doi]

Study of Short-Term Personalized Glucose Predictive Models on Type-1 Diabetic ChildrenMaxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi. ijcnn 2019: 1-8 [doi]

Prediction-Coherent LSTM-Based Recurrent Neural Network for Safer Glucose Predictions in Diabetic PeopleMaxime De Bois, Mounim A. El-Yacoubi, Mehdi Ammi. iconip 2019: 510-521 [doi]

Unsupervised deep neuron-per-neuron hashingSanaa Chafik, Mounim A. El-Yacoubi, Imane Daoudi, Hamid El Ouardi. apin, 49(6):2218-2232, 2019. [doi]

From aging to early-stage Alzheimer's: Uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learningMounim A. El-Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo, Anne-Sophie Rigaud, Victoria Cristancho-Lacroix. PR, 86:112-133, 2019. [doi]

Triplet CNN-based Word Spotting of Historical Arabic DocumentsAbir Fathallah, Mohamed Ibn Khedher, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara. ajiips, 15(2):44-51, 2019. [doi]

Siamese Network Based Feature Learning for Improved Intrusion DetectionHouda Jmila, Mohamed Ibn Khedher, Gregory Blanc, Mounim A. El-Yacoubi. iconip 2019: 377-389 [doi]

Estimation of Static and Dynamic Urban Populations with Mobile Network MetadataGhazaleh Khodabandelou, Vincent Gauthier, Marco Fiore, Mounim A. El-Yacoubi. tmc, 18(9):2034-2047, 2019. [doi]

Finger-Vein Quality Assessment Based on Deep Features From Grayscale and Binary ImagesHuafeng Qin, Mounim A. El-Yacoubi. ijprai, 33(11):1940022, 2019. [doi]

An Iterative Deep Neural Network for Hand-Vein VerificationHuafeng Qin, Mounim A. El-Yacoubi, Jihai Lin, Bo Liu. access, 7:34823-34837, 2019. [doi]

2018

Combining Bayesian Inference and Clustering for Transport Mode Detection from Sparse and Noisy Geolocation DataDanya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Mounim A. El-Yacoubi, Eric Vachon. pkdd 2019: 569-584 [doi]

SeqTools: A python package for easy transformation, combination and evaluation of large datasetsNicolas Granger, Mounim A. El-Yacoubi. jossw, 3(30):1006, 2018. [doi]

Characterizing Early-Stage Alzheimer Through Spatiotemporal Dynamics of HandwritingChristian Kahindo, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti, Anne-Sophie Rigaud, Victoria Cristancho-Lacroix. spl, 25(8):1136-1140, 2018. [doi]

Fusion of Interest Point/Image based descriptors for efficient person re-identificationMohamed Ibn Khedher, Houda Jmila, Mounim A. El-Yacoubi. ijcnn 2018: 1-7 [doi]

Deep Representation for Finger-Vein Image-Quality AssessmentHuafeng Qin, Mounim A. El-Yacoubi. tcsv, 28(8):1677-1693, 2018. [doi]

2017

Using mobile phone data analysis for the estimation of daily urban dynamicsDanya Bachir, Vincent Gauthier, Mounim A. El-Yacoubi, Ghazaleh Khodabandelou. itsc 2017: 626-632 [doi]

A combined Harris-SIFT approach for indexing the Arabic documentYoussef Elfakir, Ghizlane Khaissidi, Mostafa Mrabti, Driss Chenouni, Mounim A. El-Yacoubi. IEEEssd 2017: 621-624 [doi]

Comparing Hybrid NN-HMM and RNN for Temporal Modeling in Gesture RecognitionNicolas Granger, Mounim A. El-Yacoubi. iconip 2017: 147-156 [doi]

Estimating VNF Resource Requirements Using Machine Learning TechniquesHouda Jmila, Mohamed Ibn Khedher, Mounim A. El-Yacoubi. iconip 2017: 883-892 [doi]

Fusion of appearance and motion-based sparse representations for multi-shot person re-identificationMohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi. ijon, 248:94-104, 2017. [doi]

Human posture recognition approach based on ConvNets and SVM classifierSameh Neili, Sami Gazzah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara. atsip 2017: 1-6 [doi]

Deep Representation-Based Feature Extraction and Recovering for Finger-Vein VerificationHuafeng Qin, Mounim A. El-Yacoubi. tifs, 12(8):1816-1829, 2017. [doi]

Refining Visual Activity Recognition with Semantic ReasoningNathan Ramoly, Vincent Vassout, Amel Bouzeghoub, Mounim A. El-Yacoubi, Mossaab Hariz. aina 2017: 720-727 [doi]

2016

CT-Mapper: Mapping sparse multimodal cellular trajectories using a multilayer transportation networkFereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounim A. El-Yacoubi. comcom, 95:69-81, 2016. [doi]

Segmentation-free Word Spotting for Handwritten Arabic DocumentsGhizlane Khaissidi, Youssef Elfakir, Mostafa Mrabti, Mounim A. El-Yacoubi, Driss Chenouni, Zakia Lakhliai. ijimai, 4(1):6-10, 2016. [doi]

Age-Related Evolution Patterns in Online HandwritingGabriel Marzinotto, José C. Rosales, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo, Hélène Kerhervé, Victoria Cristancho-Lacroix, Anne-Sophie Rigaud. cmmm, 2016, 2016. [doi]

Multimodal Sequential Modeling and Recognition of Human ActivitiesMouna Selmi, Mounim A. El-Yacoubi. icchp 2016: 541-548 [doi]

Two-layer discriminative model for human activity recognitionMouna Selmi, Mounim A. El-Yacoubi, Bernadette Dorizzi. iet-cvi, 10(4):273-278, 2016. [doi]

2015

SC-LSH: Une Méthode d'Indexation pour une Recherche de Similarité Approximative dans l'Espace MultidimensionnelSanaa Chafik, Mounim A. El-Yacoubi, Imane Daoudi, Hamid El Ouardi. coria 2015: 303-318 [doi]

Cluster-based data oriented hashingSanaa Chafik, Imane Daoudi, Mounim A. El-Yacoubi, Hamid El Ouardi. dsaa 2015: 1-7 [doi]

Local Sparse Representation Based Interest Point Matching for Person Re-identificationMohamed Ibn Khedher, Mounim A. El-Yacoubi. iconip 2015: 241-250 [doi]

Two-Stage Filtering Scheme for Sparse Representation Based Interest Point Matching for Person Re-identificationMohamed Ibn Khedher, Mounim A. El-Yacoubi. acivs 2015: 345-356 [doi]

Age and Gender Characterization Through a Two Layer Clustering of Online HandwritingGabriel Marzinotto, José C. Rosales, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti. acivs 2015: 428-439 [doi]

Finger-Vein Quality Assessment by Representation Learning from Binary ImagesHuafeng Qin, Mounim A. El-Yacoubi. iconip 2015: 421-431 [doi]

Age Characterization from Online HandwritingJosé C. Rosales, Gabriel Marzinotto, Mounim A. El-Yacoubi, Sonia Garcia-Salicetti. mindcare 2016: 176-185 [doi]

2013

Multi-shot SURF-based person re-identification via sparse representationMohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi. avss 2013: 159-164 [doi]

A Combined SVM/HCRF Model for Activity Recognition based on STIPs TrajectoriesMouna Selmi, Mounim A. El-Yacoubi, Bernadette Dorizzi. icpram 2013: 568-572

2012

Probabilistic matching pair selection for SURF-based person re-identificationMohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi. biosig 2012: 1-6 [doi]

Human Action Recognition using Continuous HMMs and HOG/HOF Silhouette RepresentationMohamed Ibn Khedher, Mounim A. El-Yacoubi, Bernadette Dorizzi. icpram 2012: 503-508

On the sensitivity of spatio-temporal interest points to person identityMouna Selmi, Mounim A. El-Yacoubi, Bernadette Dorizzi. ssiai 2012: 69-72 [doi]

2010

On-line Signature Verification on a Mobile PlatformNesma Houmani, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mounim A. El-Yacoubi. mobicase 2012: 396-400 [doi]

2009

Handwriting recognition research: Twenty years of achievement... and beyondMohamed Cheriet, Mounim A. El-Yacoubi, Hiromichi Fujisawa, Daniel P. Lopresti, Guy Lorette. PR, 42(12):3131-3135, 2009. [doi]

2002

A Statistical Approach for Phrase Location and Recognition within a Text Line: An Application to Street Name RecognitionMounim A. El-Yacoubi, Michel Gilloux, Jean-Michel Bertille. pami, 24(2):172-188, 2002. [doi]

2001

Handwritten Month Word Recognition on Brazilian Bank ChecksMarisa E. Morita, Robert Sabourin, Mounim A. El-Yacoubi, Flávio Bortolozzi, Ching Y. Suen. icdar 2001: 972-976 [doi]

1999

An HMM-Based Approach for Off-Line Unconstrained Handwritten Word Modeling and RecognitionMounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen. pami, 21(8):752-760, 1999. [doi]

Influence of Word Length on Handwriting RecognitionF. Grandidier, Robert Sabourin, Mounim A. El-Yacoubi, Michel Gilloux, Ching Y. Suen. icdar 1999: 777-780 [doi]

1997

Objective Evaluation of the Discriminant Power of Features in an HMM-based Word Recognition SystemMounim A. El-Yacoubi, Michel Gilloux, Robert Sabourin, Ching Y. Suen. bsdia 1997: 60-73

1995

Conjoined location and recognition of street names within a postal address delivery lineMounim A. El-Yacoubi, Jean-Michel Bertille, Michel Gilloux. icdar 1995: 1024 [doi]

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