Handwritten Document Segmentation Using Hidden Markov Random Fields. - Stéphane Nicolas; Yousri Kessentini; Thierry Paquet; Laurent Heutte (ICDAR, 2005)

A Multi-stream Approach to Off-Line Handwritten Word Recognition. - Yousri Kessentini; Thierry Paquet; Abdelmajid Ben Hamadou (ICDAR, 2007)

Multi-script handwriting recognition with N-streams low level features. - Yousri Kessentini; Thierry Paquet; Abdelmajid Ben Hamadou (ICPR, 2008)

A Multi-Lingual Recognition System for Arabic and Latin Handwriting. - Yousri Kessentini; Thierry Paquet; Abdelmajid Ben Hamadou (ICDAR, 2009)

Modèles de Markov multi-flux pour la reconnaissance de l'écriture manuscrite multi-scripts. (Off-Line Handwritten Word Recognition Using Multi-Stream Hidden Markov Models). - Yousri Kessentini (2009)

Dealing with Precise and Imprecise Decisions with a Dempster-Shafer Theory Based Algorithm in the Context of Handwritten Word Recognition. - Thomas Burger; Yousri Kessentini; Thierry Paquet (ICFHR, 2010)

Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition. - Yousri Kessentini; Thomas Burger; Thierry Paquet (IPMU, 2010)

Off-line handwritten word recognition using multi-stream hidden Markov models. - Yousri Kessentini; Thierry Paquet; Abdelmajid Ben Hamadou (Pattern Recognit. Lett., 2010)

Constructing Dynamic Frames of Discernment in Cases of Large Number of Classes. - Yousri Kessentini; Thomas Burger; Thierry Paquet (ECSQARU, 2011)

Dempster-Shafer Based Rejection Strategy for Handwritten Word Recognition. - Thomas Burger; Yousri Kessentini; Thierry Paquet (ICDAR, 2011)

An Optimized Multi-stream Decoding Algorithm for Handwritten Word Recognition. - Yousri Kessentini; Thierry Paquet; Ahmed Guermazi (ICDAR, 2011)

Evidential combination of SVM road obstacle classifiers in visible and far infrared images. - Bassem Besbes; Sonda Ammar; Yousri Kessentini; Alexandrina Rogozan; Abdelaziz Bensrhair (Intelligent Vehicles Symposium, 2011)

Word Spotting and Regular Expression Detection in Handwritten Documents. - Yousri Kessentini; Clément Chatelain 001; Thierry Paquet (ICDAR, 2013)

Keyword spotting in handwritten documents based on a generic text line HMM and a SVM verification. - Yousri Kessentini; Thierry Paquet (ICDAR, 2015)

A deep HMM model for multiple keywords spotting in handwritten documents. - Simon Thomas 002; Clément Chatelain 001; Laurent Heutte; Thierry Paquet; Yousri Kessentini (Pattern Anal. Appl., 2015)

A Dempster-Shafer Theory based combination of handwriting recognition systems with multiple rejection strategies. - Yousri Kessentini; Thomas Burger; Thierry Paquet (Pattern Recognit., 2015)

Benchmarking Post-processing Techniques for Offline Arabic Text Recognition System. - Sana Khamekhem Jemni; Yousri Kessentini; Slim Kanoun (HIS, 2016)

A HMM-Based Arabic/Latin Handwritten/Printed Identification System. - Ahmed Cheikh Rouhou; Zeineb Abdelhedi; Yousri Kessentini (HIS, 2016)

SmartATID: A Mobile Captured Arabic Text Images Dataset for Multi-purpose Recognition Tasks. - Fatma Chabchoub; Yousri Kessentini; Slim Kanoun; Véronique Eglin; Frank Lebourgeois (ICFHR, 2016)

Fusion of Explicit Segmentation Based System and Segmentation-Free Based System for On-Line Arabic Handwritten Word Recognition. - Hanen Khlif; Sophea Prum; Yousri Kessentini; Slim Kanoun; Jean-Marc Ogier (ICFHR, 2016)

Multi-nation and Multi-norm License Plates Detection in Real Traffic Surveillance Environment Using Deep Learning. - Amira Naimi; Yousri Kessentini; Mohamed Hammami (ICONIP (2), 2016)

Offline Arabic Handwriting Recognition Using BLSTMs Combination. - Sana Khamekhem Jemni; Yousri Kessentini; Slim Kanoun; Jean-Marc Ogier (DAS, 2018)

Evidential combination of SVM classifiers for writer recognition. - Yousri Kessentini; Sana BenAbderrahim; Chawki Djeddi (Neurocomputing, 2018)

Improving Person Re-Identification by Combining Siamese Convolutional Neural Network and Re-Ranking Process. - Nabila Mansouri; Sourour Ammar; Yousri Kessentini (AVSS, 2019)

Improving Person Re-identification by Background Subtraction Using Two-Stream Convolutional Networks. - Mahmoud Ghorbel; Sourour Ammar; Yousri Kessentini; Mohamed Jmaiel (ICIAR (1), 2019)

Hybrid HMM/DNN System for Arabic Handwriting Keyword Spotting. - Ahmed Cheikh Rouhou; Yousri Kessentini; Slim Kanoun (ICIAR (1), 2019)

HMM Based Keyword Spotting System in Printed/Handwritten Arabic/Latin Documents with Identification Stage. - Ahmed Cheikh Rouhou; Yousri Kessentini; Slim Kanoun (ICIAR (1), 2019)

DL4DED: Deep Learning for Depressive Episode Detection on Mobile Devices. - Afef Mdhaffar; Fedi Cherif; Yousri Kessentini; Manel Maalej; Jihen Ben Thabet; Mohamed Maalej; Mohamed Jmaiel; Bernd Freisleben (ICOST, 2019)

A two-stage deep neural network for multi-norm license plate detection and recognition. - Yousri Kessentini; Mohamed Dhia Besbes; Sourour Ammar; Achraf Chabbouh (Expert Syst. Appl., 2019)

Out of vocabulary word detection and recovery in Arabic handwritten text recognition. - Sana Khamekhem Jemni; Yousri Kessentini; Slim Kanoun (Pattern Recognit., 2019)

A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition. - Mohamed Ali Souibgui; Alicia Fornés; Yousri Kessentini; Crina Tudor (ICPR, 2020)

End-to-End Spectral-Temporal Fusion Using Convolutional Neural Network. - Tayeb Benzenati; Abdelaziz Kallel; Yousri Kessentini (MedPRAI, 2020)

Fusing Local and Global Features for Person Re-identification Using Multi-stream Deep Neural Networks. - Mahmoud Ghorbel; Sourour Ammar; Yousri Kessentini; Mohamed Jmaiel; Ahmed Chaari (MedPRAI, 2020)

Possibilistic Classifier Combination for Person Re-identification. - Ilef Ben Slima; Sourour Ammar; Mahmoud Ghorbel; Yousri Kessentini (MedPRAI, 2020)

A Conditional GAN Based Approach for Distorted Camera Captured Documents Recovery. - Mohamed Ali Souibgui; Yousri Kessentini; Alicia Fornés (MedPRAI, 2020)

Multi-stream Deep Networks for Vehicle Make and Model Recognition. - Mohamed Dhia Besbes; Yousri Kessentini; Hedi Tabia (VISIGRAPP (5: VISAPP), 2020)

Improving Recurrent Neural Networks for Offline Arabic Handwriting Recognition by Combining Different Language Models. - Sana Khamekhem Jemni; Yousri Kessentini; Slim Kanoun (Int. J. Pattern Recognit. Artif. Intell., 2020)

Generalized Laplacian Pyramid Pan-Sharpening Gain Injection Prediction Based on CNN. - Tayeb Benzenati; Yousri Kessentini; Abdelaziz Kallel; Hind Hallabia (IEEE Geosci. Remote. Sens. Lett., 2020)

Hybrid HMM/BLSTM system for multi-script keyword spotting in printed and handwritten documents with identification stage. - Ahmed Cheikhrouhou; Yousri Kessentini; Slim Kanoun (Neural Comput. Appl., 2020)

Progressive Learning With Anchoring Regularization For Vehicle Re-Identification. - Mohamed Dhia Elhak Besbes; Hedi Tabia; Yousri Kessentini; Bassem Ben Hamed (ICIP, 2021)

DocNER: A Deep Learning System for Named Entity Recognition in Handwritten Document Images. - Marwa Dhiaf; Sana Khamekhem Jemni; Yousri Kessentini (ICONIP (6), 2021)

Federated learning for COVID-19 screening from Chest X-ray images. - Ines Feki; Sourour Ammar; Yousri Kessentini; Khan Muhammad 001 (Appl. Soft Comput., 2021)

Enhance to Read Better: An Improved Generative Adversarial Network for Handwritten Document Image Enhancement. - Sana Khamekhem Jemni; Mohamed Ali Souibgui; Yousri Kessentini; Alicia Fornés (CoRR, 2021)

Few Shots Is All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwriting Recognition. - Mohamed Ali Souibgui; Alicia Fornés; Yousri Kessentini; Beáta Megyesi (CoRR, 2021)

Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents. - Ahmed Cheikh Rouhou; Marwa Dhiaf; Yousri Kessentini; Sinda Ben Salem (CoRR, 2021)

Re-ranking Person Re-identification using Attributes Learning. - Nabila Mansouri; Sourour Ammar; Yousri Kessentini (Neural Comput. Appl., 2021)

Multi-task learning for simultaneous script identification and keyword spotting in document images. - Ahmed Cheikhrouhou; Yousri Kessentini; Slim Kanoun (Pattern Recognit., 2021)

Two Stages Pan-Sharpening Details Injection Approach Based on Very Deep Residual Networks. - Tayeb Benzenati; Abdelaziz Kallel; Yousri Kessentini (IEEE Trans. Geosci. Remote. Sens., 2021)

DocEnTr: An End-to-End Document Image Enhancement Transformer. - Mohamed Ali Souibgui; Sanket Biswas; Sana Khamekhem Jemni; Yousri Kessentini; Alicia Fornés; Josep Lladós 001; Umapada Pal 001 (ICPR, 2022)

Self-supervised Learning for COVID-19 Detection from Chest X-ray Images. - Ines Feki; Sourour Ammar; Yousri Kessentini (ISPR, 2022)

One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition. - Mohamed Ali Souibgui; Ali Furkan Biten; Sounak Dey; Alicia Fornés; Yousri Kessentini; Lluís Gómez; Dimosthenis Karatzas; Josep Lladós 001 (WACV, 2022)

Text-DIAE: Degradation Invariant Autoencoders for Text Recognition and Document Enhancement. - Mohamed Ali Souibgui; Sanket Biswas; Andrés Mafla; Ali Furkan Biten; Alicia Fornés; Yousri Kessentini; Josep Lladós 001; Lluís Gómez; Dimosthenis Karatzas (CoRR, 2022)

Pansharpening approach via two-stream detail injection based on relativistic generative adversarial networks. - Tayeb Benzenati; Yousri Kessentini; Abdelaziz Kallel (Expert Syst. Appl., 2022)

Masking for better discovery: Weakly supervised complementary body regions mining for person re-identification. - Mahmoud Ghorbel; Sourour Ammar; Yousri Kessentini; Mohamed Jmaiel (Expert Syst. Appl., 2022)

Domain and writer adaptation of offline Arabic handwriting recognition using deep neural networks. - Sana Khamekhem Jemni; Sourour Ammar; Yousri Kessentini (Neural Comput. Appl., 2022)

Editorial for topical collections on emerging trends in artificial intelligence and machine learning. - Yousri Kessentini; Hamid Laga; Hedi Tabia (Neural Comput. Appl., 2022)

DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement. - Mohamed Ali Souibgui; Yousri Kessentini (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Enhance to read better: A Multi-Task Adversarial Network for Handwritten Document Image Enhancement. - Sana Khamekhem Jemni; Mohamed Ali Souibgui; Yousri Kessentini; Alicia Fornés (Pattern Recognit., 2022)

Introduction to the special section on intelligent systems and pattern recognition (SS: ISPR20). - Abbas Cheddad; Akram Bennour; Yousri Kessentini (Pattern Recognit. Lett., 2022)

Transformer-based approach for joint handwriting and named entity recognition in historical document. - Ahmed Cheikh Rouhou; Marwa Dhiaf; Yousri Kessentini; Sinda Ben Salem (Pattern Recognit. Lett., 2022)

Few shots are all you need: A progressive learning approach for low resource handwritten text recognition. - Mohamed Ali Souibgui; Alicia Fornés; Yousri Kessentini; Beáta Megyesi (Pattern Recognit. Lett., 2022)

Text-DIAE: A Self-Supervised Degradation Invariant Autoencoder for Text Recognition and Document Enhancement. - Mohamed Ali Souibgui; Sanket Biswas; Andrés Mafla; Ali Furkan Biten; Alicia Fornés; Yousri Kessentini; Josep Lladós 001; Lluís Gómez; Dimosthenis Karatzas (AAAI, 2023)

SS-FL: Self-Supervised Federated Learning for COVID-19 Detection from Chest X-Ray Images. - Ines Feki; Sourour Ammar; Yousri Kessentini (ICCCI (CCIS Volume), 2023)

FATURA: A Multi-Layout Invoice Image Dataset for Document Analysis and Understanding. - Mahmoud Limam; Marwa Dhiaf; Yousri Kessentini (CoRR, 2023)

Spectral-Temporal Fusion of Satellite Images via an End-to-End Two-Stream Attention With an Effective Reconstruction Network. - Tayeb Benzenati; Yousri Kessentini; Abdelaziz Kallel (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

MSdocTr-Lite: A lite transformer for full page multi-script handwriting recognition. - Marwa Dhiaf; Ahmed Cheikh Rouhou; Yousri Kessentini; Sinda Ben Salem (Pattern Recognit. Lett., 2023)

Graph Neural Networks for End-to-End Information Extraction from Handwritten Documents. - Yessine Khanfir; Marwa Dhiaf; Emna Ghodhbani; Ahmed Cheikh Rouhou; Yousri Kessentini (WACV, 2024)

STF-Trans: A two-stream spatiotemporal fusion transformer for very high resolution satellites images. - Tayeb Benzenati; Abdelaziz Kallel; Yousri Kessentini (Neurocomputing, 2024)

Information extraction from multi-layout invoice images using FATURA dataset. - Mahmoud Limam; Marwa Dhiaf; Yousri Kessentini (Eng. Appl. Artif. Intell., 2025)

UCL-MHTR: A unified continual learning system for multilingual handwritten text recognition. - Marwa Dhiaf; Mohamed Ali Souibgui; Yousri Kessentini; Alicia Fornés; Ahmed Cheikh Rouhou (Expert Syst. Appl., 2025)

ST-KeyS: Self-supervised Transformer for Keyword Spotting in historical handwritten documents. - Sana Khamekhem Jemni; Sourour Ammar; Mohamed Ali Souibgui; Yousri Kessentini; Abbas Cheddad (Pattern Recognit., 2026)