Mohamed Ali Souibgui

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 28

Top Topics

Viterbi Algorithm

Unsharp Masking

Text Recognition

Handwritten Text

Top Venues

ICDAR Workshops (1)

Publications

Lei Kang, Mohamed Ali Souibgui, Fei Yang, Lluís Gómez, Ernest Valveny, Dimosthenis Karatzas
Machine Unlearning for Document Classification. CoRR (2024)
Rubèn Tito, Khanh Nguyen, Marlon Tobaben, Raouf Kerkouche, Mohamed Ali Souibgui, Kangsoo Jung, Lei Kang, Ernest Valveny, Antti Honkela, Mario Fritz, Dimosthenis Karatzas
Privacy-Aware Document Visual Question Answering. 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)
Pau Torras, Mohamed Ali Souibgui, Jialuo Chen, Sanket Biswas, Alicia Fornés
Segmentation-Free Alignment of Arbitrary Symbol Transcripts to Images. ICDAR Workshops (1) (2023)
Mohamed Ali Souibgui, Pau Torras, Jialuo Chen, Alicia Fornés
An Evaluation of Handwritten Text Recognition Methods for Historical Ciphered Manuscripts. HIP@ICDAR (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)
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)
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, Asma Bensalah, Jialuo Chen, Alicia Fornés, Michelle Waldispühl
. ACM Journal on Computing and Cultural Heritage 15 (4) (2022)
Giuseppe De Gregorio, Sanket Biswas, Mohamed Ali Souibgui, Asma Bensalah, Josep Lladós, Alicia Fornés, Angelo Marcelli
A Few Shot Multi-representation Approach for N-Gram Spotting in Historical Manuscripts. ICFHR (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)
Giuseppe De Gregorio, Sanket Biswas, Mohamed Ali Souibgui, Asma Bensalah, Josep Lladós, Alicia Fornés, Angelo Marcelli
A Few Shot Multi-Representation Approach for N-gram Spotting in Historical Manuscripts. CoRR (2022)
Giacomo Magnifico, Beáta Megyesi, Mohamed Ali Souibgui, Jialuo Chen, Alicia Fornés
Lost in Transcription of Graphic Signs in Ciphers. HistoCrypt (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)
Jialuo Chen, Mohamed Ali Souibgui, Alicia Fornés, Beáta Megyesi
Unsupervised Alphabet Matching in Historical Encrypted Manuscript Images. HistoCrypt (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)
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)
Pau Torras, Mohamed Ali Souibgui, Jialuo Chen, Alicia Fornés
A Transcription Is All You Need: Learning to Align Through Attention. ICDAR Workshops (1) (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)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Crina Tudor
A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition. CoRR (2020)
Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés
A Conditional GAN Based Approach for Distorted Camera Captured Documents Recovery. MedPRAI (2020)
Jialuo Chen, Mohamed Ali Souibgui, Alicia Fornés, Beáta Megyesi
A Web-based Interactive Transcription Tool for Encrypted Manuscripts. HistoCrypt (2020)
Mohamed Ali Souibgui, Yousri Kessentini
DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement. CoRR (2020)
Mohamed Ali Souibgui, Alicia Fornés, Yousri Kessentini, Crina Tudor
A Few-shot Learning Approach for Historical Ciphered Manuscript Recognition. ICPR (2020)