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Title
Year
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Volume
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Mohamed Ali Souibgui; Y.Kessentini; Alicia Fornes
A conditional GAN based approach for distorted camera captured documents recovery
2020
4th Mediterranean Conference on Pattern Recognition and Artificial Intelligence
Mohamed Ali Souibgui; Y.Kessentini
DE-GAN: A Conditional Generative Adversarial Network for Document Enhancement
2022
IEEE Transactions on Pattern Analysis and Machine Intelligence
44
1180-1191
Mohamed Ali Souibgui; Sanket Biswas; Sana Khamekhem Jemni; Yousri Kessentini; Alicia Fornes; Josep Llados; Umapada Pal
DocEnTr: An End-to-End Document Image Enhancement Transformer
2022
26th International Conference on Pattern Recognition
1699-1705
Mohamed Ali Souibgui; Sanket Biswas; Andres Mafla; Ali Furkan Biten; Alicia Fornes; Yousri Kessentini; Josep Llados; Lluis Gomez; Dimosthenis Karatzas
Text-DIAE: a self-supervised degradation invariant autoencoder for text recognition and document enhancement
2023
Proceedings of the 37th AAAI Conference on Artificial Intelligence
37
Mohamed Ali Souibgui; Pau Torras; Jialuo Chen; Alicia Fornes
An Evaluation of Handwritten Text Recognition Methods for Historical Ciphered Manuscripts
2023
7th International Workshop on Historical Document Imaging and Processing
7-12
Mohamed Ali Souibgui; Asma Bensalah; Jialuo Chen; Alicia Fornes; Michelle Waldispühl
A User Perspective on HTR methods for the Automatic Transcription of Rare Scripts: The Case of Codex Runicus Just Accepted
2023
ACM Journal on Computing and Cultural Heritage
15
1-18
Mohamed Ali Souibgui; Alicia Fornes; Yousri Kessentini; Beata Megyesi
Few shots are all you need: A progressive learning approach for low resource handwritten text recognition
2022
Pattern Recognition Letters
160
43-49
Mohamed Ali Souibgui; Alicia Fornes; Y.Kessentini; C.Tudor
A Few-shot Learning Approach for Historical Encoded Manuscript Recognition
2021
25th International Conference on Pattern Recognition
5413-5420
Mohamed Ali Souibgui; Ali Furkan Biten; Sounak Dey; Alicia Fornes; Yousri Kessentini; Lluis Gomez; Dimosthenis Karatzas; Josep Llados
One-shot Compositional Data Generation for Low Resource Handwritten Text Recognition
2022
Winter Conference on Applications of Computer Vision
Mohamed Ali Souibgui
Document Image Enhancement and Recognition in Low Resource Scenarios: Application to Ciphers and Handwritten Text
2022
PhD Thesis, Universitat Autonoma de Barcelona-CVC
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