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ORCIDFadoua Drira
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2020 – today
- 2024
[j9]Walid Brahmi
, Imen Jdey, Fadoua Drira:
Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review. Eng. Appl. Artif. Intell. 133: 108510 (2024)- [j8]Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret:
Synergistic insights: Exploring continuous learning and explainable AI in handwritten digit recognition. Neurocomputing 601: 128217 (2024) - [c26]Rim Walha, Fadoua Drira, Rania Bedhief:
A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network. ICAART (3) 2024: 928-935 - [c25]Riadh Harizi, Rim Walha, Fadoua Drira:
SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios. ICAART (3) 2024: 980-987 - [c24]Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Bertrand Kerautret:
Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects. ICAART (3) 2024: 1255-1262 - [d2]Riadh Harizi, Rim Walha, Fadoua Drira:
LASCID: Latin and Arabic Scene Character Image Dataset. IEEE DataPort, 2024
- [d1]Rim Walha, Fadoua Drira, Frank Lebourgeois:
CharImageDB: Character Image Dataset. IEEE DataPort, 2024 - [i2]Walid Brahmi, Imen Jdey, Fadoua Drira:
Exploring the Role of Convolutional Neural Networks (CNN) in Dental Radiography Segmentation: A Comprehensive Systematic Literature Review. CoRR abs/2401.09190 (2024) - [i1]Sonia Bbouzidi, Ghazala Hcini, Imen Jdey, Fadoua Drira:
Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review. CoRR abs/2406.03478 (2024) - 2023
- [c23]Sawsan D. Mahmood, Fadoua Drira, Hussain Falih Mahdi, Yassine Aribi, Adel M. Alimi:
Chaotic Model-Based Blind Watermarking with LSB Technique for Digital Fundus Image Authentication. CW 2023: 395-402 - [c22]Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia:
Exploring Continual Learning and Self-learning for Historical Digit Recognition. CW 2023: 504-505 - [c21]Nourchen Moumni, Faten Chaabane, Fadoua Drira:
Privacy-Preserving Anomaly Detection in Smart Meter Data Via Federated Learning. CW 2023: 516-517 - [c20]Asma Kharrat, Fadoua Drira, Franck Lebourgeois, Christophe Garcia:
Toward Digits Recognition Using Continual Learning. MMSP 2023: 1-6 - 2022
- [j7]Riadh Harizi, Rim Walha, Fadoua Drira, Mourad Zaied:
Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition. Multim. Tools Appl. 81(3): 3091-3106 (2022) - [j6]Riadh Harizi, Rim Walha, Fadoua Drira:
Deep-learning based end-to-end system for text reading in the wild. Multim. Tools Appl. 81(17): 24691-24719 (2022) - [c19]Rihab Khadimallah, Ilhem Kallel, Fadoua Drira:
Association Rules Mining for Reducing Items from Emotion Regulation Questionnaires. IDEAL 2022: 300-312
2010 – 2019
- 2018
- [j5]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Handling noise in textual image resolution enhancement using online and offline learned dictionaries. Int. J. Document Anal. Recognit. 21(1-2): 137-157 (2018) - 2017
- [j4]Fadoua Drira, Frank Lebourgeois:
Mean-Shift segmentation and PDE-based nonlinear diffusion: toward a common variational framework for foreground/background document image segmentation. Int. J. Document Anal. Recognit. 20(3): 201-222 (2017) - [c18]Khouloud Guemri, Fadoua Drira, Rim Walha, Adel M. Alimi, Frank Lebourgeois:
Edge based Blind Single Image Deblurring with Sparse Priors. VISIGRAPP (4: VISAPP) 2017: 174-181 - [c17]Adleni Mallek, Fadoua Drira, Rim Walha, Adel M. Alimi, Frank Lebourgeois:
Deep Learning with Sparse Prior - Application to Text Detection in the Wild. VISIGRAPP (5: VISAPP) 2017: 243-250 - 2016
- [j3]Rim Walha, Fadoua Drira, Frank Lebourgeois, Adel M. Alimi, Christophe Garcia:
Resolution enhancement of textual images: a survey of single image-based methods. IET Image Process. 10(4): 325-337 (2016) - 2015
- [j2]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection. Int. J. Document Anal. Recognit. 18(1): 87-107 (2015) - [c16]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Joint denoising and magnification of noisy Low-Resolution textual images. ICDAR 2015: 871-875 - 2014
- [c15]Rim Walha, Fadoua Drira, Adel M. Alimi, Frank Lebourgeois, Christophe Garcia:
A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images. ICFHR 2014: 696-701 - [c14]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution. ICPR 2014: 4459-4464 - [c13]Khouloud Guemri, Fadoua Drira:
Adaptative shock filter for image characters enhancement and denoising. SoCPaR 2014: 279-283 - 2013
- [c12]Frank Lebourgeois, Fadoua Drira, Djamel Gaceb, Jean Duong:
Fast Integral MeanShift: Application to Color Segmentation of Document Images. ICDAR 2013: 52-56 - [c11]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image. ICDAR 2013: 484-488 - [c10]Rim Walha, Fadoua Drira, Frank Lebourgeois, Christophe Garcia, Adel M. Alimi:
Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding. ICIAP (2) 2013: 439-448 - 2012
- [j1]Fadoua Drira, Frank Lebourgeois, Hubert Emptoz:
A new PDE-based approach for singularity-preserving regularization: application to degraded characters restoration. Int. J. Document Anal. Recognit. 15(3): 183-212 (2012) - [c9]Fadoua Drira, Frank Lebourgeois:
Denoising Textual Images Using Local/Non-local Smoothing Filters: A Comparative Study. ICFHR 2012: 521-526 - [c8]Abir Chaari, Fadoua Drira, Adel M. Alimi, Elöd Egyed-Zsigmond, Frank Lebourgeois:
New Protocol Design for Wordspotting Assistance System: Case Study of the Collaborative Library Model - ARMARIUS. ICFHR 2012: 780-785 - [c7]Rim Walha, Fadoua Drira, Frank Lebourgeois, Adel M. Alimi:
Super-resolution of single text image by sparse representation. DAR@ICVGIP 2012: 22-29
2000 – 2009
- 2009
- [c6]Fadoua Drira, Frank Lebourgeois, Hubert Emptoz:
Document Images Restoration by a New Tensor Based Diffusion Process: Application to the Recognition of Old Printed Documents. ICDAR 2009: 321-325 - 2007
- [c5]Fadoua Drira, Frank Lebourgeois, Hubert Emptoz:
A Coupled Mean Shift-Anisotropic Diffusion Approach for Document Image Segmentation and Restoration. ICDAR 2007: 814-818 - [c4]Fadoua Drira, Frank Lebourgeois, Hubert Emptoz:
OCR Accuracy Improvement through a PDE-Based Approach. ICDAR 2007: 1068-1072 - 2006
- [c3]Fadoua Drira, Frank Le Bourgeois, Hubert Emptoz:
Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique. Document Analysis Systems 2006: 38-49 - [c2]Véronique Eglin, Frank Lebourgeois, Stéphane Bres, Hubert Emptoz, Yann Leydier, Ikram Moalla, Fadoua Drira:
Computer assistance for Digital Libraries: Contributions to Middle-ages and Authors' Manuscripts exploitation and enrichment. DIAL 2006: 265-280 - [c1]Fadoua Drira:
Towards Restoring Historic Documents Degraded Over Time. DIAL 2006: 350-357
Coauthor Index
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last updated on 2024-08-23 19:25 CEST by the dblp team
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