Yousri Kessentini

According to our database, Yousri Kessentini authored at least 70 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

STF-Trans: A two-stream spatiotemporal fusion transformer for very high resolution satellites images.

Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini

Neurocomputing, January, 2024

Graph Neural Networks for End-to-End Information Extraction from Handwritten Documents.

Yessine Khanfir, Marwa Dhiaf, Emna Ghodhbani, Ahmed Cheikh Rouhou, Yousri Kessentini

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

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., May, 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

FATURA: A Multi-Layout Invoice Image Dataset for Document Analysis and Understanding.

Mahmoud Limam, Marwa Dhiaf, Yousri Kessentini

CoRR, 2023

CSSL-MHTR: Continual Self-Supervised Learning for Scalable Multi-script Handwritten Text Recognition.

Marwa Dhiaf, Mohamed Ali Souibgui, Kai Wang, Yuyang Liu, Yousri Kessentini, Alicia Fornés, Ahmed Cheikh Rouhou

CoRR, 2023

ST-KeyS: Self-Supervised Transformer for Keyword Spotting in Historical Handwritten Documents.

Sana Khamekhem Jemni, Sourour Ammar, Mohamed Ali Souibgui, Yousri Kessentini, Abbas Cheddad

CoRR, 2023

SS-FL: Self-Supervised Federated Learning for COVID-19 Detection from Chest X-Ray Images.

Ines Feki, Sourour Ammar, Yousri Kessentini

Proceedings of the Advances in Computational Collective Intelligence, 2023

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, Lluís Gómez, Dimosthenis Karatzas

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

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

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

Introduction to the special section on intelligent systems and pattern recognition (SS: ISPR20).

Abbas Cheddad, Akram Bennour, Yousri Kessentini

Pattern Recognit. Lett., 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

DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement.

Mohamed Ali Souibgui, Yousri Kessentini

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Editorial for topical collections on emerging trends in artificial intelligence and machine learning.

Yousri Kessentini, Hamid Laga, Hedi Tabia

Neural Comput. 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

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

Pansharpening approach via two-stream detail injection based on relativistic generative adversarial networks.

Tayeb Benzenati, Yousri Kessentini, Abdelaziz Kallel

Expert Syst. Appl., 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, Lluís Gómez, Dimosthenis Karatzas

CoRR, 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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Self-supervised Learning for COVID-19 Detection from Chest X-ray Images.

Ines Feki, Sourour Ammar, Yousri Kessentini

Proceedings of the Intelligent Systems and Pattern Recognition, 2022

DocEnTr: An End-to-End Document Image Enhancement Transformer.

Mohamed Ali Souibgui, Sanket Biswas, Sana Khamekhem Jemni, Yousri Kessentini, Alicia Fornés, Josep Lladós, Umapada Pal

Proceedings of the 26th International Conference on Pattern Recognition, 2022

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

Multi-task learning for simultaneous script identification and keyword spotting in document images.

Ahmed Cheikhrouhou, Yousri Kessentini, Slim Kanoun

Pattern Recognit., 2021

Re-ranking Person Re-identification using Attributes Learning.

Nabila Mansouri, Sourour Ammar, Yousri Kessentini

Neural Comput. Appl., 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

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

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

Federated learning for COVID-19 screening from Chest X-ray images.

Ines Feki, Sourour Ammar, Yousri Kessentini, Khan Muhammad

Appl. Soft Comput., 2021

DocNER: A Deep Learning System for Named Entity Recognition in Handwritten Document Images.

Marwa Dhiaf, Sana Khamekhem Jemni, Yousri Kessentini

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Progressive Learning With Anchoring Regularization For Vehicle Re-Identification.

Mohamed Dhia Elhak Besbes, Hedi Tabia, Yousri Kessentini, Bassem Ben Hamed

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

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

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

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

Multi-stream Deep Networks for Vehicle Make and Model Recognition.

Mohamed Dhia Besbes, Yousri Kessentini, Hedi Tabia

Proceedings of the 15th International Joint Conference on Computer Vision, 2020

A Conditional GAN Based Approach for Distorted Camera Captured Documents Recovery.

Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

Possibilistic Classifier Combination for Person Re-identification.

Ilef Ben Slima, Sourour Ammar, Mahmoud Ghorbel, Yousri Kessentini

Proceedings of the Pattern Recognition and Artificial Intelligence, 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

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

End-to-End Spectral-Temporal Fusion Using Convolutional Neural Network.

Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini

Proceedings of the Pattern Recognition and Artificial Intelligence, 2020

A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition.

Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Crina Tudor

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Out of vocabulary word detection and recovery in Arabic handwritten text recognition.

Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun

Pattern Recognit., 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

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

Proceedings of the How AI Impacts Urban Living and Public Health, 2019

HMM Based Keyword Spotting System in Printed/Handwritten Arabic/Latin Documents with Identification Stage.

Ahmed Cheikh Rouhou, Yousri Kessentini, Slim Kanoun

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Hybrid HMM/DNN System for Arabic Handwriting Keyword Spotting.

Ahmed Cheikh Rouhou, Yousri Kessentini, Slim Kanoun

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Improving Person Re-identification by Background Subtraction Using Two-Stream Convolutional Networks.

Mahmoud Ghorbel, Sourour Ammar, Yousri Kessentini, Mohamed Jmaiel

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019

Improving Person Re-Identification by Combining Siamese Convolutional Neural Network and Re-Ranking Process.

Nabila Mansouri, Sourour Ammar, Yousri Kessentini

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

Evidential combination of SVM classifiers for writer recognition.

Yousri Kessentini, Sana BenAbderrahim, Chawki Djeddi

Neurocomputing, 2018

Offline Arabic Handwriting Recognition Using BLSTMs Combination.

Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun, Jean-Marc Ogier

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2016

Multi-nation and Multi-norm License Plates Detection in Real Traffic Surveillance Environment Using Deep Learning.

Amira Naimi, Yousri Kessentini, Mohamed Hammami

Proceedings of the Neural Information Processing - 23rd International Conference, 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

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

SmartATID: A Mobile Captured Arabic Text Images Dataset for Multi-purpose Recognition Tasks.

Fatma Chabchoub, Yousri Kessentini, Slim Kanoun, Véronique Eglin, Frank Lebourgeois

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

A HMM-Based Arabic/Latin Handwritten/Printed Identification System.

Ahmed Cheikh Rouhou, Zeineb Abdelhedi, Yousri Kessentini

Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016

Benchmarking Post-processing Techniques for Offline Arabic Text Recognition System.

Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun

Proceedings of the 16th International Conference on Hybrid Intelligent Systems (HIS 2016), 2016

2015

A Dempster-Shafer Theory based combination of handwriting recognition systems with multiple rejection strategies.

Yousri Kessentini, Thomas Burger, Thierry Paquet

Pattern Recognit., 2015

A deep HMM model for multiple keywords spotting in handwritten documents.

Simon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet, Yousri Kessentini

Pattern Anal. Appl., 2015

Keyword spotting in handwritten documents based on a generic text line HMM and a SVM verification.

Yousri Kessentini, Thierry Paquet

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2013

Word Spotting and Regular Expression Detection in Handwritten Documents.

Yousri Kessentini, Clément Chatelain, Thierry Paquet

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2011

Evidential combination of SVM road obstacle classifiers in visible and far infrared images.

Bassem Besbes, Sonda Ammar, Yousri Kessentini, Alexandrina Rogozan, Abdelaziz Bensrhair

Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

An Optimized Multi-stream Decoding Algorithm for Handwritten Word Recognition.

Yousri Kessentini, Thierry Paquet, Ahmed Guermazi

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Dempster-Shafer Based Rejection Strategy for Handwritten Word Recognition.

Thomas Burger, Yousri Kessentini, Thierry Paquet

Proceedings of the 2011 International Conference on Document Analysis and Recognition, 2011

Constructing Dynamic Frames of Discernment in Cases of Large Number of Classes.

Yousri Kessentini, Thomas Burger, Thierry Paquet

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2011

2010

Off-line handwritten word recognition using multi-stream hidden Markov models.

Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou

Pattern Recognit. Lett., 2010

Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition.

Yousri Kessentini, Thomas Burger, Thierry Paquet

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

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

Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

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

PhD thesis, 2009

A Multi-Lingual Recognition System for Arabic and Latin Handwriting.

Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou

Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008

Multi-script handwriting recognition with N-streams low level features.

Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

A Multi-stream Approach to Off-Line Handwritten Word Recognition.

Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2005

Handwritten Document Segmentation Using Hidden Markov Random Fields.

Stéphane Nicolas, Yousri Kessentini, Thierry Paquet, Laurent Heutte

Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005