Yousri Kessentini

81 papers A* 1A 9B 10C 7Journal 41Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ORCA: Orchestrated Reasoning with Collaborative Agents for Document Visual Question Answering. CoRR Aymen Lassoued, Mohamed Ali Souibgui, Yousri Kessentini
2026	J	`jnl`	ST-KeyS: Self-supervised Transformer for Keyword Spotting in historical handwritten documents. Pattern Recognit. Sana Khamekhem Jemni, Sourour Ammar, Mohamed Ali Souibgui, Yousri Kessentini, Abbas Cheddad
2025	J	`jnl`	Information extraction from multi-layout invoice images using FATURA dataset. Eng. Appl. Artif. Intell. Mahmoud Limam, Marwa Dhiaf, Yousri Kessentini
2025	J	`jnl`	ST-WID: Self-supervised transformer for writer identification in arabic handwritten scripts. Signal Image Video Process. Islem Fatnassi, Sana Khamekhem Jemni, Sourour Ammar, Yousri Kessentini
2025	J	`jnl`	UCL-MHTR: A unified continual learning system for multilingual handwritten text recognition. Expert Syst. Appl. Marwa Dhiaf, Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés, Ahmed Cheikh Rouhou
2024	A	`conf`	Graph Neural Networks for End-to-End Information Extraction from Handwritten Documents. WACV Yessine Khanfir, Marwa Dhiaf, Emna Ghodhbani, Ahmed Cheikh Rouhou, Yousri Kessentini
2024	J	`jnl`	STF-Trans: A two-stream spatiotemporal fusion transformer for very high resolution satellites images. Neurocomputing Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini
2023	J	`jnl`	FATURA: A Multi-Layout Invoice Image Dataset for Document Analysis and Understanding. CoRR Mahmoud Limam, Marwa Dhiaf, Yousri Kessentini
2023	J	`jnl`	MSdocTr-Lite: A Lite Transformer for Full Page Multi-script Handwriting Recognition. CoRR Marwa Dhiaf, Ahmed Cheikh Rouhou, Yousri Kessentini, Sinda Ben Salem
2023	J	`jnl`	MSdocTr-Lite: A lite transformer for full page multi-script handwriting recognition. Pattern Recognit. Lett. Marwa Dhiaf, Ahmed Cheikh Rouhou, Yousri Kessentini, Sinda Ben Salem
2023	—	`conf`	SS-FL: Self-Supervised Federated Learning for COVID-19 Detection from Chest X-Ray Images. ICCCI (CCIS Volume) Ines Feki, Sourour Ammar, Yousri Kessentini
2023	J	`jnl`	ST-KeyS: Self-Supervised Transformer for Keyword Spotting in Historical Handwritten Documents. CoRR Sana Khamekhem Jemni, Sourour Ammar, Mohamed Ali Souibgui, Yousri Kessentini, Abbas Cheddad
2023	J	`jnl`	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. Tayeb Benzenati, Yousri Kessentini, Abdelaziz Kallel
2023	A*	`conf`	Text-DIAE: A Self-Supervised Degradation Invariant Autoencoder for Text Recognition and Document Enhancement. AAAI Mohamed Ali Souibgui, Sanket Biswas, Andrés Mafla, Ali Furkan Biten, Alicia Fornés, Yousri Kessentini, Josep Lladós, Lluís Gómez, Dimosthenis Karatzas
2022	J	`jnl`	DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement. IEEE Trans. Pattern Anal. Mach. Intell. Mohamed Ali Souibgui, Yousri Kessentini
2022	B	`conf`	DocEnTr: An End-to-End Document Image Enhancement Transformer. ICPR Mohamed Ali Souibgui, Sanket Biswas, Sana Khamekhem Jemni, Yousri Kessentini, Alicia Fornés, Josep Lladós, Umapada Pal
2022	J	`jnl`	DocEnTr: An End-to-End Document Image Enhancement Transformer. CoRR Mohamed Ali Souibgui, Sanket Biswas, Sana Khamekhem Jemni, Yousri Kessentini, Alicia Fornés, Josep Lladós, Umapada Pal
2022	J	`jnl`	Domain and writer adaptation of offline Arabic handwriting recognition using deep neural networks. Neural Comput. Appl. Sana Khamekhem Jemni, Sourour Ammar, Yousri Kessentini
2022	J	`jnl`	Editorial for topical collections on emerging trends in artificial intelligence and machine learning. Neural Comput. Appl. Yousri Kessentini, Hamid Laga, Hedi Tabia
2022	J	`jnl`	Enhance to read better: A Multi-Task Adversarial Network for Handwritten Document Image Enhancement. Pattern Recognit. Sana Khamekhem Jemni, Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
2022	J	`jnl`	Few shots are all you need: A progressive learning approach for low resource handwritten text recognition. Pattern Recognit. Lett. Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Beáta Megyesi
2022	C	`ed.`	Intelligent Systems and Pattern Recognition - Second International Conference, ISPR 2022, Hammamet, Tunisia, March 24-26, 2022, Revised Selected Papers ISPR Akram Bennour, Tolga Ensari, Yousri Kessentini, Sean Eom
2022	J	`jnl`	Introduction to the special section on intelligent systems and pattern recognition (SS: ISPR20). Pattern Recognit. Lett. Abbas Cheddad, Akram Bennour, Yousri Kessentini
2022	J	`jnl`	Masking for better discovery: Weakly supervised complementary body regions mining for person re-identification. Expert Syst. Appl. Mahmoud Ghorbel, Sourour Ammar, Yousri Kessentini, Mohamed Jmaiel
2022	A	`conf`	One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition. WACV Mohamed Ali Souibgui, Ali Furkan Biten, Sounak Dey, Alicia Fornés, Yousri Kessentini, Lluís Gómez, Dimosthenis Karatzas, Josep Lladós
2022	J	`jnl`	Pansharpening approach via two-stream detail injection based on relativistic generative adversarial networks. Expert Syst. Appl. Tayeb Benzenati, Yousri Kessentini, Abdelaziz Kallel
2022	C	`conf`	Self-supervised Learning for COVID-19 Detection from Chest X-ray Images. ISPR Ines Feki, Sourour Ammar, Yousri Kessentini
2022	J	`jnl`	Text-DIAE: Degradation Invariant Autoencoders for Text Recognition and Document Enhancement. CoRR Mohamed Ali Souibgui, Sanket Biswas, Andrés Mafla, Ali Furkan Biten, Alicia Fornés, Yousri Kessentini, Josep Lladós, Lluís Gómez, Dimosthenis Karatzas
2022	J	`jnl`	Transformer-based approach for joint handwriting and named entity recognition in historical document. Pattern Recognit. Lett. Ahmed Cheikh Rouhou, Marwa Dhiaf, Yousri Kessentini, Sinda Ben Salem
2021	—	`conf`	DocNER: A Deep Learning System for Named Entity Recognition in Handwritten Document Images. ICONIP (6) Marwa Dhiaf, Sana Khamekhem Jemni, Yousri Kessentini
2021	J	`jnl`	Enhance to Read Better: An Improved Generative Adversarial Network for Handwritten Document Image Enhancement. CoRR Sana Khamekhem Jemni, Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
2021	J	`jnl`	Federated learning for COVID-19 screening from Chest X-ray images. Appl. Soft Comput. Ines Feki, Sourour Ammar, Yousri Kessentini, Khan Muhammad
2021	J	`jnl`	Few Shots Is All You Need: A Progressive Few Shot Learning Approach for Low Resource Handwriting Recognition. CoRR Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Beáta Megyesi
2021	J	`jnl`	Multi-task learning for simultaneous script identification and keyword spotting in document images. Pattern Recognit. Ahmed Cheikhrouhou, Yousri Kessentini, Slim Kanoun
2021	J	`jnl`	One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition. CoRR Mohamed Ali Souibgui, Ali Furkan Biten, Sounak Dey, Alicia Fornés, Yousri Kessentini, Lluís Gómez, Dimosthenis Karatzas, Josep Lladós
2021	—	`ed.`	Pattern Recognition and Artificial Intelligence - 4th Mediterranean Conference, MedPRAI 2020, Hammamet, Tunisia, December 20-22, 2020, Proceedings MedPRAI Chawki Djeddi, Yousri Kessentini, Imran Siddiqi, Mohamed Jmaiel
2021	B	`conf`	Progressive Learning With Anchoring Regularization For Vehicle Re-Identification. ICIP Mohamed Dhia Elhak Besbes, Hedi Tabia, Yousri Kessentini, Bassem Ben Hamed
2021	J	`jnl`	Re-ranking Person Re-identification using Attributes Learning. Neural Comput. Appl. Nabila Mansouri, Sourour Ammar, Yousri Kessentini
2021	J	`jnl`	Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents. CoRR Ahmed Cheikh Rouhou, Marwa Dhiaf, Yousri Kessentini, Sinda Ben Salem
2021	J	`jnl`	Two Stages Pan-Sharpening Details Injection Approach Based on Very Deep Residual Networks. IEEE Trans. Geosci. Remote. Sens. Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini
2020	—	`conf`	A Conditional GAN Based Approach for Distorted Camera Captured Documents Recovery. MedPRAI Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
2020	B	`conf`	A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition. ICPR Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Crina Tudor
2020	J	`jnl`	A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition. CoRR Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Crina Tudor
2020	J	`jnl`	DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement. CoRR Mohamed Ali Souibgui, Yousri Kessentini
2020	—	`conf`	End-to-End Spectral-Temporal Fusion Using Convolutional Neural Network. MedPRAI Tayeb Benzenati, Abdelaziz Kallel, Yousri Kessentini
2020	—	`conf`	Fusing Local and Global Features for Person Re-identification Using Multi-stream Deep Neural Networks. MedPRAI Mahmoud Ghorbel, Sourour Ammar, Yousri Kessentini, Mohamed Jmaiel, Ahmed Chaari
2020	J	`jnl`	Generalized Laplacian Pyramid Pan-Sharpening Gain Injection Prediction Based on CNN. IEEE Geosci. Remote. Sens. Lett. Tayeb Benzenati, Yousri Kessentini, Abdelaziz Kallel, Hind Hallabia
2020	J	`jnl`	Hybrid HMM/BLSTM system for multi-script keyword spotting in printed and handwritten documents with identification stage. Neural Comput. Appl. Ahmed Cheikhrouhou, Yousri Kessentini, Slim Kanoun
2020	J	`jnl`	Improving Recurrent Neural Networks for Offline Arabic Handwriting Recognition by Combining Different Language Models. Int. J. Pattern Recognit. Artif. Intell. Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun
2020	—	`conf`	Multi-stream Deep Networks for Vehicle Make and Model Recognition. VISIGRAPP (5: VISAPP) Mohamed Dhia Besbes, Yousri Kessentini, Hedi Tabia
2020	—	`conf`	Possibilistic Classifier Combination for Person Re-identification. MedPRAI Ilef Ben Slima, Sourour Ammar, Mahmoud Ghorbel, Yousri Kessentini
2019	J	`jnl`	A two-stage deep neural network for multi-norm license plate detection and recognition. Expert Syst. Appl. Yousri Kessentini, Mohamed Dhia Besbes, Sourour Ammar, Achraf Chabbouh
2019	C	`conf`	DL4DED: Deep Learning for Depressive Episode Detection on Mobile Devices. ICOST Afef Mdhaffar, Fedi Cherif, Yousri Kessentini, Manel Maalej, Jihen Ben Thabet, Mohamed Maalej, Mohamed Jmaiel, Bernd Freisleben
2019	—	`conf`	HMM Based Keyword Spotting System in Printed/Handwritten Arabic/Latin Documents with Identification Stage. ICIAR (1) Ahmed Cheikh Rouhou, Yousri Kessentini, Slim Kanoun
2019	—	`conf`	Hybrid HMM/DNN System for Arabic Handwriting Keyword Spotting. ICIAR (1) Ahmed Cheikh Rouhou, Yousri Kessentini, Slim Kanoun
2019	B	`conf`	Improving Person Re-Identification by Combining Siamese Convolutional Neural Network and Re-Ranking Process. AVSS Nabila Mansouri, Sourour Ammar, Yousri Kessentini
2019	—	`conf`	Improving Person Re-identification by Background Subtraction Using Two-Stream Convolutional Networks. ICIAR (1) Mahmoud Ghorbel, Sourour Ammar, Yousri Kessentini, Mohamed Jmaiel
2019	J	`jnl`	Out of vocabulary word detection and recovery in Arabic handwritten text recognition. Pattern Recognit. Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun
2018	J	`jnl`	Evidential combination of SVM classifiers for writer recognition. Neurocomputing Yousri Kessentini, Sana BenAbderrahim, Chawki Djeddi
2018	B	`conf`	Offline Arabic Handwriting Recognition Using BLSTMs Combination. DAS Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun, Jean-Marc Ogier
2016	C	`conf`	A HMM-Based Arabic/Latin Handwritten/Printed Identification System. HIS Ahmed Cheikh Rouhou, Zeineb Abdelhedi, Yousri Kessentini
2016	C	`conf`	Benchmarking Post-processing Techniques for Offline Arabic Text Recognition System. HIS Sana Khamekhem Jemni, Yousri Kessentini, Slim Kanoun
2016	B	`conf`	Fusion of Explicit Segmentation Based System and Segmentation-Free Based System for On-Line Arabic Handwritten Word Recognition. ICFHR Hanen Khlif, Sophea Prum, Yousri Kessentini, Slim Kanoun, Jean-Marc Ogier
2016	—	`conf`	Multi-nation and Multi-norm License Plates Detection in Real Traffic Surveillance Environment Using Deep Learning. ICONIP (2) Amira Naimi, Yousri Kessentini, Mohamed Hammami
2016	B	`conf`	SmartATID: A Mobile Captured Arabic Text Images Dataset for Multi-purpose Recognition Tasks. ICFHR Fatma Chabchoub, Yousri Kessentini, Slim Kanoun, Véronique Eglin, Frank Lebourgeois
2015	J	`jnl`	A Dempster-Shafer Theory based combination of handwriting recognition systems with multiple rejection strategies. Pattern Recognit. Yousri Kessentini, Thomas Burger, Thierry Paquet
2015	J	`jnl`	A deep HMM model for multiple keywords spotting in handwritten documents. Pattern Anal. Appl. Simon Thomas, Clément Chatelain, Laurent Heutte, Thierry Paquet, Yousri Kessentini
2015	A	`conf`	Keyword spotting in handwritten documents based on a generic text line HMM and a SVM verification. ICDAR Yousri Kessentini, Thierry Paquet
2013	A	`conf`	Word Spotting and Regular Expression Detection in Handwritten Documents. ICDAR Yousri Kessentini, Clément Chatelain, Thierry Paquet
2011	A	`conf`	An Optimized Multi-stream Decoding Algorithm for Handwritten Word Recognition. ICDAR Yousri Kessentini, Thierry Paquet, Ahmed Guermazi
2011	C	`conf`	Constructing Dynamic Frames of Discernment in Cases of Large Number of Classes. ECSQARU Yousri Kessentini, Thomas Burger, Thierry Paquet
2011	A	`conf`	Dempster-Shafer Based Rejection Strategy for Handwritten Word Recognition. ICDAR Thomas Burger, Yousri Kessentini, Thierry Paquet
2011	B	`conf`	Evidential combination of SVM road obstacle classifiers in visible and far infrared images. Intelligent Vehicles Symposium Bassem Besbes, Sonda Ammar, Yousri Kessentini, Alexandrina Rogozan, Abdelaziz Bensrhair
2010	B	`conf`	Dealing with Precise and Imprecise Decisions with a Dempster-Shafer Theory Based Algorithm in the Context of Handwritten Word Recognition. ICFHR Thomas Burger, Yousri Kessentini, Thierry Paquet
2010	C	`conf`	Evidential Combination of Multiple HMM Classifiers for Multi-script Handwritting Recognition. IPMU Yousri Kessentini, Thomas Burger, Thierry Paquet
2010	J	`jnl`	Off-line handwritten word recognition using multi-stream hidden Markov models. Pattern Recognit. Lett. Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou
2009	A	`conf`	A Multi-Lingual Recognition System for Arabic and Latin Handwriting. ICDAR Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou
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
2008	B	`conf`	Multi-script handwriting recognition with N-streams low level features. ICPR Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou
2007	A	`conf`	A Multi-stream Approach to Off-Line Handwritten Word Recognition. ICDAR Yousri Kessentini, Thierry Paquet, Abdelmajid Ben Hamadou
2005	A	`conf`	Handwritten Document Segmentation Using Hidden Markov Random Fields. ICDAR Stéphane Nicolas, Yousri Kessentini, Thierry Paquet, Laurent Heutte