Fadoua Drira

Orcid: 0000-0001-6706-4218

According to our database1, Fadoua Drira authored at least 38 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
CharImageDB: Character Image Dataset.
Dataset, January, 2024

LASCID: Latin and Arabic Scene Character Image Dataset.
Dataset, January, 2024

Synergistic insights: Exploring continuous learning and explainable AI in handwritten digit recognition.
Neurocomputing, 2024

Exploring the role of Convolutional Neural Networks (CNN) in dental radiography segmentation: A comprehensive Systematic Literature Review.
Eng. Appl. Artif. Intell., 2024

Convolutional Neural Networks and Vision Transformers for Fashion MNIST Classification: A Literature Review.
CoRR, 2024

A Multi-Task Learning Framework for Image Restoration Using a Novel Generative Adversarial Network.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

Advancements and Challenges in Continual Learning for Natural Language Processing: Insights and Future Prospects.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

SIFT-ResNet Synergy for Accurate Scene Word Detection in Complex Scenarios.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023
Toward Digits Recognition Using Continual Learning.
Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

Privacy-Preserving Anomaly Detection in Smart Meter Data Via Federated Learning.
Proceedings of the International Conference on Cyberworlds, 2023

Chaotic Model-Based Blind Watermarking with LSB Technique for Digital Fundus Image Authentication.
Proceedings of the International Conference on Cyberworlds, 2023

Exploring Continual Learning and Self-learning for Historical Digit Recognition.
Proceedings of the International Conference on Cyberworlds, 2023

2022
Convolutional neural network with joint stepwise character/word modeling based system for scene text recognition.
Multim. Tools Appl., 2022

Deep-learning based end-to-end system for text reading in the wild.
Multim. Tools Appl., 2022

Association Rules Mining for Reducing Items from Emotion Regulation Questionnaires.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

2018
Handling noise in textual image resolution enhancement using online and offline learned dictionaries.
Int. J. Document Anal. Recognit., 2018

2017
Mean-Shift segmentation and PDE-based nonlinear diffusion: toward a common variational framework for foreground/background document image segmentation.
Int. J. Document Anal. Recognit., 2017

Deep Learning with Sparse Prior - Application to Text Detection in the Wild.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 5: VISAPP, Porto, Portugal, February 27, 2017

Edge based Blind Single Image Deblurring with Sparse Priors.
Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

2016
Resolution enhancement of textual images: a survey of single image-based methods.
IET Image Process., 2016

2015
Resolution enhancement of textual images via multiple coupled dictionaries and adaptive sparse representation selection.
Int. J. Document Anal. Recognit., 2015

Joint denoising and magnification of noisy Low-Resolution textual images.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

2014
Adaptative shock filter for image characters enhancement and denoising.
Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

Sparse Coding with a Coupled Dictionary Learning Approach for Textual Image Super-resolution.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

A Sparse Coding Based Approach for the Resolution Enhancement and Restoration of Printed and Handwritten Textual Images.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

2013
Single Textual Image Super-Resolution Using Multiple Learned Dictionaries Based Sparse Coding.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Multiple Learned Dictionaries Based Clustered Sparse Coding for the Super-Resolution of Single Text Image.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Fast Integral MeanShift: Application to Color Segmentation of Document Images.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012
A new PDE-based approach for singularity-preserving regularization: application to degraded characters restoration.
Int. J. Document Anal. Recognit., 2012

Super-resolution of single text image by sparse representation.
Proceedings of the Proceeding of the workshop on Document Analysis and Recognition, 2012

Denoising Textual Images Using Local/Non-local Smoothing Filters: A Comparative Study.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

New Protocol Design for Wordspotting Assistance System: Case Study of the Collaborative Library Model - ARMARIUS.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2009
Document Images Restoration by a New Tensor Based Diffusion Process: Application to the Recognition of Old Printed Documents.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2007
OCR Accuracy Improvement through a PDE-Based Approach.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

A Coupled Mean Shift-Anisotropic Diffusion Approach for Document Image Segmentation and Restoration.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

2006
Computer assistance for Digital Libraries: Contributions to Middle-ages and Authors' Manuscripts exploitation and enrichment.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Towards Restoring Historic Documents Degraded Over Time.
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006

Restoring Ink Bleed-Through Degraded Document Images Using a Recursive Unsupervised Classification Technique.
Proceedings of the Document Analysis Systems VII, 7th International Workshop, 2006


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