Analysis of electrodes' placement and deformation in deep brain stimulation from medical images. - Maroua Mehri; Florent Lalys; Camille Maumet; Claire Haegelen; Pierre Jannin (Image-Guided Procedures, 2012)

Old document image segmentation using the autocorrelation function and multiresolution analysis. - Maroua Mehri; Petra Gomez-Krämer; Pierre Héroux; Rémy Mullot (DRR, 2013)

Texture feature evaluation for segmentation of historical document images. - Maroua Mehri; Petra Gomez-Krämer; Pierre Héroux; Alain Boucher; Rémy Mullot (HIP@ICDAR, 2013)

A Pixel Labeling Approach for Historical Digitized Books. - Maroua Mehri; Pierre Héroux; Petra Gomez-Krämer; Alain Boucher; Rémy Mullot (ICDAR, 2013)

Génération d'images semi-synthétiques de documents anciens à des fins d'évaluation de performances et d'apprentissage. - Van Cuong Kieu; Maroua Mehri; Vincent Rabeux; Nicholas Journet; Muriel Visani (CORIA-CIFED, 2014)

Évaluation de la robustesse des descripteurs de texture pour la segmentation des images de documents anciens. - Maroua Mehri; Van Cuong Kieu; Mohamed Mhiri 002; Pierre Héroux; Petra Gomez-Krämer; Mohamed Ali Mahjoub; Rémy Mullot (CORIA-CIFED, 2014)

"Étude comparative de trois ensembles de descripteurs de texture pour la segmentation de documents anciens". - Maroua Mehri; Mohamed Mhiri 002; Pierre Héroux; Petra Gomez-Krämer; Mohamed Ali Mahjoub; Rémy Mullot (CORIA-CIFED, 2014)

Robustness Assessment of Texture Features for the Segmentation of Ancient Documents. - Maroua Mehri; Van Cuong Kieu; Mohamed Mhiri 002; Pierre Héroux; Petra Gomez-Krämer; Mohamed Ali Mahjoub; Rémy Mullot (Document Analysis Systems, 2014)

Performance Evaluation and Benchmarking of Six Texture-Based Feature Sets for Segmenting Historical Documents. - Maroua Mehri; Mohamed Mhiri 002; Pierre Héroux; Petra Gomez-Krämer; Mohamed Ali Mahjoub; Rémy Mullot (ICPR, 2014)

A Pixel Labeling Framework for Comparing Texture Features Application to Digitized Ancient Books. - Maroua Mehri; Petra Gomez-Krämer; Pierre Héroux; Alain Boucher; Rémy Mullot (ICPRAM, 2014)

Use of SLIC superpixels for ancient document image enhancement and segmentation. - Maroua Mehri; Nabil Sliti; Pierre Héroux; Petra Gomez-Krämer; Najoua Essoukri Ben Amara; Rémy Mullot (DRR, 2015)

ICDAR2015 competition on smartphone document capture and OCR (SmartDoc). - Jean-Christophe Burie; Joseph Chazalon; Mickaël Coustaty; Sébastien Eskenazi; Muhammad Muzzamil Luqman; Maroua Mehri; Nibal Nayef; Jean-Marc Ogier; Sophea Prum; Marçal Rusiñol (ICDAR, 2015)

A bottom-up method using texture features and a graph-based representation for lettrine recognition and classification. - Maroua Mehri; Petra Gomez-Krämer; Pierre Héroux; Mickaël Coustaty; Julien Lerouge; Rémy Mullot (ICDAR, 2015)

A structural signature based on texture for digitized historical book page categorization. - Maroua Mehri; Pierre Héroux; Julien Lerouge; Petra Gomez-Krämer; Rémy Mullot (ICDAR, 2015)

Learning Texture Features for Enhancement and Segmentation of Historical Document Images. - Maroua Mehri; Nibal Nayef; Pierre Héroux; Petra Gomez-Krämer; Rémy Mullot (HIP@ICDAR, 2015)

Extraction of Homogeneous Regions in Historical Document Images. - Maroua Mehri; Pierre Héroux; Nabil Sliti; Petra Gomez-Krämer; Najoua Essoukri Ben Amara; Rémy Mullot (VISAPP (3), 2015)

Historical document image analysis : a structural approach based on texture. (Analyse d'images de documents patrimoniaux : une approche structurelle à base de texture). - Maroua Mehri (2015)

Reconnaissance et classification de lettrines à base des descripteurs de bas niveau et de représentation structurelle. - Maroua Mehri; Pierre Héroux; Mickaël Coustaty; Petra Gomez-Krämer; Julien Lerouge; Rémy Mullot (CORIA-CIFED, 2016)

Page Retrieval System in Digitized Historical Books Based on Error-Tolerant Subgraph Matching. - Maroua Mehri; Pierre Héroux; Julien Lerouge; Rémy Mullot (ICDAR, 2017)

HBA 1.0: A Pixel-based Annotated Dataset for Historical Book Analysis. - Maroua Mehri; Pierre Héroux; Rémy Mullot; Jean-Philippe Moreux; Bertrand Coüasnon; Bill Barrett (HIP@ICDAR, 2017)

Texture feature benchmarking and evaluation for historical document image analysis. - Maroua Mehri; Pierre Héroux; Petra Gomez-Krämer; Rémy Mullot (Int. J. Document Anal. Recognit., 2017)

A texture-based pixel labeling approach for historical books. - Maroua Mehri; Petra Gomez-Krämer; Pierre Héroux; Alain Boucher; Rémy Mullot (Pattern Anal. Appl., 2017)

A Comparative Study of Two State-of-the-Art Feature Selection Algorithms for Texture-Based Pixel-Labeling Task of Ancient Documents. - Maroua Mehri; Ramzi Chaieb; Karim Kalti; Pierre Héroux; Rémy Mullot; Najoua Essoukri Ben Amara (J. Imaging, 2018)

Text Line Segmentation in Historical Document Images Using an Adaptive U-Net Architecture. - Olfa Mechi; Maroua Mehri; Rolf Ingold; Najoua Essoukri Ben Amara (ICDAR, 2019)

ICDAR2019 Competition on Historical Book Analysis - HBA2019. - Maroua Mehri; Pierre Héroux; Rémy Mullot; Jean-Philippe Moreux; Bertrand Coüasnon; Bill Barrett (ICDAR, 2019)

A Comparative Study of Filtering Approaches Applied to Color Archival Document Images. - Walid Elhedda; Maroua Mehri; Mohamed Ali Mahjoub (CoRR, 2019)

A Text Line Extraction Method for Archival Document Transcription. - Olfa Mechi; Maroua Mehri; Rolf Ingold; Najoua Essoukri Ben Amara (SSD, 2020)

A Cluster Center Initialization Method using Hyperspace-based Multi-level Thresholding (HMLT): Application to Color Ancient Document Image Denoising. - Walid Elhedda; Maroua Mehri; Mohamed Ali Mahjoub (ACIT, 2020)

Combining Deep and Ad-hoc Solutions to Localize Text Lines in Ancient Arabic Document Images. - Olfa Mechi; Maroua Mehri; Rolf Ingold; Najoua Essoukri Ben Amara (ICPR, 2020)

Hyperkernel-based intuitionistic fuzzy c-means for denoising color archival document images. - Walid Elhedda; Maroua Mehri; Mohamed Ali Mahjoub (Int. J. Document Anal. Recognit., 2020)

PGTLP: A Dataset for Tunisian License Plate Detection and Recognition. - Amir Ismail; Maroua Mehri; Anis Sahbani; Najoua Essoukri Ben Amara (SSD, 2021)

Performance Benchmarking of YOLO Architectures for Vehicle License Plate Detection from Real-time Videos Captured by a Mobile Robot. - Amir Ismail; Maroua Mehri; Anis Sahbani; Najoua Essoukri Ben Amara (VISIGRAPP (5: VISAPP), 2021)

A two-step framework for text line segmentation in historical Arabic and Latin document images. - Olfa Mechi; Maroua Mehri; Rolf Ingold; Najoua Essoukri Ben Amara (Int. J. Document Anal. Recognit., 2021)

An End-to-End Framework for Evaluating Explainable Deep Models: Application to Historical Document Image Segmentation. - Iheb Brini; Maroua Mehri; Rolf Ingold; Najoua Essoukri Ben Amara (ICCCI, 2022)

Recognizing Handwritten Text Lines in Ancient Document Images Based on a Gated Residual Recurrent Neural Network. - Olfa Mechi; Maroua Mehri; Najoua Essoukri Ben Amara (ICCCI (CCIS Volume), 2022)

Historical Document Image Segmentation Combining Deep Learning and Gabor Features. - Maroua Mehri; Akrem Sellami; Salvatore Tabbone (ICDAR (4), 2023)

A Deep Learning Architecture Using 3D Vectorcardiogram to Detect R-Peaks in ECG with Enhanced Precision. - Maroua Mehri; Guillaume Calmon; Freddy Odille; Julien Oster (Sensors, 2023)

A Generative Adversarial Network to Synthesize 3D Magnetohydrodynamic Distortions for Electrocardiogram Analyses Applied to Cardiac Magnetic Resonance Imaging. - Maroua Mehri; Guillaume Calmon; Freddy Odille; Julien Oster; Alain Lalande (Sensors, 2023)

AI-driven methods for pattern segmentation, detection, and recognition. (Méthodes basées sur l'IA pour la segmentation, la détection et la reconnaissance de formes). - Maroua Mehri (2024)

PGFLP 1.0: Benchmark Suite and Dataset for Automatic License Plate Recognition in the wild. - Amir Ismail; Maroua Mehri; Anis Sahbani; Najoua Essoukri Ben Amara (CoDIT, 2024)

Automatic License Plate Recognition in In-the-Wild Scenarios: A Comprehensive Review, Open Issues, and Future Directions. - Amir Ismail; Maroua Mehri; Anis Sahbani; Najoua Essoukri Ben Amara (IEEE Access, 2025)

A dual-stage system for real-time license plate detection and recognition on mobile security robots. - Amir Ismail; Maroua Mehri; Anis Sahbani; Najoua Essoukri Ben Amara (Robotica, 2025)

Recognizing text lines in handwritten archival document images using octave convolutional and attention recurrent neural networks. - Olfa Mechi; Maroua Mehri; Rolf Ingold; Najoua Essoukri Ben Amara (Multim. Tools Appl., 2025)

ELP 1.0: A Comprehensive and Geographically Diverse Dataset of European License Plates. - Amir Ismail; Maroua Mehri; Anis Sahbani; Najoua Essoukri Ben Amara (IEEE Trans. Intell. Transp. Syst., 2025)