Yousri Kessentini

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 59

Top Venues

CoRR

MedPRAI

Pattern Recognit. Lett.

Pattern Recognit.

University of Rouen, France (PHD)

Education History

University of Rouen, France

PHD

Publications

Yessine Khanfir, Marwa Dhiaf, Emna Ghodhbani, Ahmed Cheikh Rouhou, Yousri Kessentini
Graph Neural Networks for End-to-End Information Extraction from Handwritten Documents. WACV (2024)
Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini
STF-Trans: A two-stream spatiotemporal fusion transformer for very high resolution satellites images. Neurocomputing 563 (2024)
Tayeb Benzenati, Yousri Kessentini, Abdelaziz Kallel
Spectral-Temporal Fusion of Satellite Images via an End-to-End Two-Stream Attention With an Effective Reconstruction Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Marwa Dhiaf, Ahmed Cheikh Rouhou, Yousri Kessentini, Sinda Ben Salem
MSdocTr-Lite: A Lite Transformer for Full Page Multi-script Handwriting Recognition. CoRR (2023)
Sana Khamekhem Jemni, Sourour Ammar, Mohamed Ali Souibgui, Yousri Kessentini, Abbas Cheddad
ST-KeyS: Self-Supervised Transformer for Keyword Spotting in Historical Handwritten Documents. CoRR (2023)
Mohamed Ali Souibgui, Sanket Biswas, Andrés Mafla, Ali Furkan Biten, Alicia Fornés, Yousri Kessentini, Josep Lladós, Lluís Gómez, Dimosthenis Karatzas
Text-DIAE: A Self-Supervised Degradation Invariant Autoencoder for Text Recognition and Document Enhancement. AAAI (2023)
Mahmoud Limam, Marwa Dhiaf, Yousri Kessentini
FATURA: A Multi-Layout Invoice Image Dataset for Document Analysis and Understanding. CoRR (2023)
Marwa Dhiaf, Mohamed Ali Souibgui, Kai Wang, Yuyang Liu, Yousri Kessentini, Alicia Fornés, Ahmed Cheikh Rouhou
CSSL-MHTR: Continual Self-Supervised Learning for Scalable Multi-script Handwritten Text Recognition. CoRR (2023)
Marwa Dhiaf, Ahmed Cheikh Rouhou, Yousri Kessentini, Sinda Ben Salem
MSdocTr-Lite: A lite transformer for full page multi-script handwriting recognition. Pattern Recognit. Lett. 169 (2023)
Ines Feki, Sourour Ammar, Yousri Kessentini
SS-FL: Self-Supervised Federated Learning for COVID-19 Detection from Chest X-Ray Images. ICCCI (CCIS Volume) (2023)
Mahmoud Ghorbel, Sourour Ammar, Yousri Kessentini, Mohamed Jmaiel
Masking for better discovery: Weakly supervised complementary body regions mining for person re-identification. Expert Syst. Appl. 197 (2022)
Mohamed Ali Souibgui, Sanket Biswas, Sana Khamekhem Jemni, Yousri Kessentini, Alicia Fornés, Josep Lladós, Umapada Pal
DocEnTr: An End-to-End Document Image Enhancement Transformer. ICPR (2022)
Mohamed Ali Souibgui, Yousri Kessentini
DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Mohamed Ali Souibgui, Sanket Biswas, Andrés Mafla, Ali Furkan Biten, Alicia Fornés, Yousri Kessentini, Josep Lladós, Lluís Gómez, Dimosthenis Karatzas
Text-DIAE: Degradation Invariant Autoencoders for Text Recognition and Document Enhancement. CoRR (2022)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Beáta Megyesi
Few shots are all you need: A progressive learning approach for low resource handwritten text recognition. Pattern Recognit. Lett. 160 (2022)
Sana Khamekhem Jemni, Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
Enhance to read better: A Multi-Task Adversarial Network for Handwritten Document Image Enhancement. Pattern Recognit. 123 (2022)
Mohamed Ali Souibgui, Ali Furkan Biten, Sounak Dey, Alicia Fornés, Yousri Kessentini, Lluís Gómez, Dimosthenis Karatzas, Josep Lladós
One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition. WACV (2022)
Ahmed Cheikh Rouhou, Marwa Dhiaf, Yousri Kessentini, Sinda Ben Salem
Transformer-based approach for joint handwriting and named entity recognition in historical document. Pattern Recognit. Lett. 155 (2022)
Yousri Kessentini, Hamid Laga, Hedi Tabia
Editorial for topical collections on emerging trends in artificial intelligence and machine learning. Neural Comput. Appl. 34 (17) (2022)
Ines Feki, Sourour Ammar, Yousri Kessentini
Self-supervised Learning for COVID-19 Detection from Chest X-ray Images. ISPR (2022)
Sana Khamekhem Jemni, Sourour Ammar, Yousri Kessentini
Domain and writer adaptation of offline Arabic handwriting recognition using deep neural networks. Neural Comput. Appl. 34 (3) (2022)
Abbas Cheddad, Akram Bennour, Yousri Kessentini
Introduction to the special section on intelligent systems and pattern recognition (SS: ISPR20). Pattern Recognit. Lett. 156 (2022)
Tayeb Benzenati, Yousri Kessentini, Abdelaziz Kallel
Pansharpening approach via two-stream detail injection based on relativistic generative adversarial networks. Expert Syst. Appl. 188 (2022)
Mohamed Ali Souibgui, Sanket Biswas, Sana Khamekhem Jemni, Yousri Kessentini, Alicia Fornés, Josep Lladós, Umapada Pal
DocEnTr: An End-to-End Document Image Enhancement Transformer. CoRR (2022)
Mohamed Dhia Elhak Besbes, Hedi Tabia, Yousri Kessentini, Bassem Ben Hamed
Progressive Learning With Anchoring Regularization For Vehicle Re-Identification. ICIP (2021)
Nabila Mansouri, Sourour Ammar, Yousri Kessentini
Re-ranking Person Re-identification using Attributes Learning. Neural Comput. Appl. 33 (19) (2021)
Ahmed Cheikh Rouhoua, Marwa Dhiaf, Yousri Kessentini, Sinda Ben Salem
Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents. CoRR (2021)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Beáta Megyesi
Few Shots Is All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwriting Recognition. CoRR (2021)
Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini
Two Stages Pan-Sharpening Details Injection Approach Based on Very Deep Residual Networks. IEEE Trans. Geosci. Remote. Sens. 59 (6) (2021)
Sana Khamekhem Jemni, Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
Enhance to Read Better: An Improved Generative Adversarial Network for Handwritten Document Image Enhancement. CoRR (2021)
Ahmed Cheikhrouhou, Yousri Kessentini, Slim Kanoun
Multi-task learning for simultaneous script identification and keyword spotting in document images. Pattern Recognit. 113 (2021)
Ines Feki, Sourour Ammar, Yousri Kessentini, Khan Muhammad
Federated learning for COVID-19 screening from Chest X-ray images. Appl. Soft Comput. 106 (2021)
Mohamed Ali Souibgui, Ali Furkan Biten, Sounak Dey, Alicia Fornés, Yousri Kessentini, Lluís Gómez, Dimosthenis Karatzas, Josep Lladós
One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition. CoRR (2021)
Marwa Dhiaf, Sana Khamekhem Jemni, Yousri Kessentini
DocNER: A Deep Learning System for Named Entity Recognition in Handwritten Document Images. ICONIP (6) (2021)
Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun
Improving Recurrent Neural Networks for Offline Arabic Handwriting Recognition by Combining Different Language Models. Int. J. Pattern Recognit. Artif. Intell. 34 (12) (2020)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Crina Tudor
A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition. CoRR (2020)
Mahmoud Ghorbel, Sourour Ammar, Yousri Kessentini, Mohamed Jmaiel, Ahmed Chaari
Fusing Local and Global Features for Person Re-identification Using Multi-stream Deep Neural Networks. MedPRAI (2020)
Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
A Conditional GAN Based Approach for Distorted Camera Captured Documents Recovery. MedPRAI (2020)
Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini
End-to-End Spectral-Temporal Fusion Using Convolutional Neural Network. MedPRAI (2020)
Ahmed Cheikhrouhou, Yousri Kessentini, Slim Kanoun
Hybrid HMM/BLSTM system for multi-script keyword spotting in printed and handwritten documents with identification stage. Neural Comput. Appl. 32 (13) (2020)
Mohamed Ali Souibgui, Yousri Kessentini
DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement. CoRR (2020)
Mohamed Dhia Besbes, Yousri Kessentini, Hedi Tabia
Multi-stream Deep Networks for Vehicle Make and Model Recognition. VISIGRAPP (5: VISAPP) (2020)
Ilef Ben Slima, Sourour Ammar, Mahmoud Ghorbel, Yousri Kessentini
Possibilistic Classifier Combination for Person Re-identification. MedPRAI (2020)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Crina Tudor
A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition. ICPR (2020)
Tayeb Benzenati, Yousri Kessentini, Abdelaziz Kallel, Hind Hallabia
Generalized Laplacian Pyramid Pan-Sharpening Gain Injection Prediction Based on CNN. IEEE Geosci. Remote. Sens. Lett. 17 (4) (2020)
Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun
Out of vocabulary word detection and recovery in Arabic handwritten text recognition. Pattern Recognit. 93 (2019)
Ahmed Cheikh Rouhou, Yousri Kessentini, Slim Kanoun
Hybrid HMM/DNN System for Arabic Handwriting Keyword Spotting. ICIAR (1) (2019)
Mahmoud Ghorbel, Sourour Ammar, Yousri Kessentini, Mohamed Jmaiel
Improving Person Re-identification by Background Subtraction Using Two-Stream Convolutional Networks. ICIAR (1) (2019)
Yousri Kessentini, Mohamed Dhia Besbes, Sourour Ammar, Achraf Chabbouh
A two-stage deep neural network for multi-norm license plate detection and recognition. Expert Syst. Appl. 136 (2019)
Nabila Mansouri, Sourour Ammar, Yousri Kessentini
Improving Person Re-Identification by Combining Siamese Convolutional Neural Network and Re-Ranking Process. AVSS (2019)
Afef Mdhaffar, Fedi Cherif, Yousri Kessentini, Manel Maalej, Jihen Ben Thabet, Mohamed Maalej, Mohamed Jmaiel, Bernd Freisleben
DL4DED: Deep Learning for Depressive Episode Detection on Mobile Devices. ICOST (2019)
Ahmed Cheikh Rouhou, Yousri Kessentini, Slim Kanoun
HMM Based Keyword Spotting System in Printed/Handwritten Arabic/Latin Documents with Identification Stage. ICIAR (1) (2019)
Yousri Kessentini, Sana BenAbderrahim, Chawki Djeddi
Evidential combination of SVM classifiers for writer recognition. Neurocomputing 313 (2018)
Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun, Jean-Marc Ogier
Offline Arabic Handwriting Recognition Using BLSTMs Combination. DAS (2018)
Ahmed Cheikh Rouhou, Zeineb Abdelhedi, Yousri Kessentini
A HMM-Based Arabic/Latin Handwritten/Printed Identification System. HIS (2016)
Amira Naimi, Yousri Kessentini, Mohamed Hammami
Multi-nation and Multi-norm License Plates Detection in Real Traffic Surveillance Environment Using Deep Learning. ICONIP (2) (2016)
Hanen Khlif, Sophea Prum, Yousri Kessentini, Slim Kanoun, Jean-Marc Ogier
Fusion of Explicit Segmentation Based System and Segmentation-Free Based System for On-Line Arabic Handwritten Word Recognition. ICFHR (2016)
Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun
Benchmarking Post-processing Techniques for Offline Arabic Text Recognition System. HIS (2016)
Fatma Chabchoub, Yousri Kessentini, Slim Kanoun, Véronique Eglin, Frank Lebourgeois
SmartATID: A Mobile Captured Arabic Text Images Dataset for Multi-purpose Recognition Tasks. ICFHR (2016)
Simon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet, Yousri Kessentini
A deep HMM model for multiple keywords spotting in handwritten documents. Pattern Anal. Appl. 18 (4) (2015)
Yousri Kessentini, Thomas Burger, Thierry Paquet
A Dempster-Shafer Theory based combination of handwriting recognition systems with multiple rejection strategies. Pattern Recognit. 48 (2) (2015)
Yousri Kessentini, Thierry Paquet
Keyword spotting in handwritten documents based on a generic text line HMM and a SVM verification. ICDAR (2015)
Yousri Kessentini, Clément Chatelain, Thierry Paquet
Word Spotting and Regular Expression Detection in Handwritten Documents. ICDAR (2013)
Yousri Kessentini, Thomas Burger, Thierry Paquet
Constructing Dynamic Frames of Discernment in Cases of Large Number of Classes. ECSQARU (2011)
Yousri Kessentini, Thierry Paquet, Ahmed Guermazi
An Optimized Multi-stream Decoding Algorithm for Handwritten Word Recognition. ICDAR (2011)
Thomas Burger, Yousri Kessentini, Thierry Paquet
Dempster-Shafer Based Rejection Strategy for Handwritten Word Recognition. ICDAR (2011)
Bassem Besbes, Sonda Ammar, Yousri Kessentini, Alexandrina Rogozan, Abdelaziz Bensrhair
Evidential combination of SVM road obstacle classifiers in visible and far infrared images. Intelligent Vehicles Symposium (2011)
Thomas Burger, Yousri Kessentini, Thierry Paquet
Dealing with Precise and Imprecise Decisions with a Dempster-Shafer Theory Based Algorithm in the Context of Handwritten Word Recognition. ICFHR (2010)
Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou
Off-line handwritten word recognition using multi-stream hidden Markov models. Pattern Recognit. Lett. 31 (1) (2010)
Yousri Kessentini, Thomas Burger, Thierry Paquet
Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition. IPMU (2010)
Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou
A Multi-Lingual Recognition System for Arabic and Latin Handwriting. ICDAR (2009)
Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou
Multi-script handwriting recognition with N-streams low level features. ICPR (2008)
Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou
A Multi-stream Approach to Off-Line Handwritten Word Recognition. ICDAR (2007)
Stéphane Nicolas, Yousri Kessentini, Thierry Paquet, Laurent Heutte
Handwritten Document Segmentation Using Hidden Markov Random Fields. ICDAR (2005)

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Publication Activity (10 Years)

Top Topics

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Yousri Kessentini