| 2025 | CoDIT | Hybrid Approach for Parkinson's Disease Detection: Integrating Handcrafted and Deep Features from Handwriting Analysis Using a Voting Classifier. | DhiaEddine Aridhi, Imen Hamrouni Trimech, Najoua Essoukri Ben Amara |
| 2025 | CoDIT | A Combined Bi-LSTM and Self-Attention Approach for Li-Ion Battery SoC Estimation Under Varying Temperatures. | Ines Baccouche, Najoua Essoukri Ben Amara |
| 2025 | CoDIT | Enhanced Multimodal approach for Parkinson's Disease Detection: fusing deep handwriting and Voice Features with Optimized Classification. | Moez Mathlouthi, Imen Hamrouni Trimech, Najoua Essoukri Ben Amara |
| 2025 | CoDIT | Synthetic Keystroke Dynamics Generation Using a Generative Adversarial Network GAN. | Abir Mhenni, Christophe Rosenberger, Najoua Essoukri Ben Amara |
| 2025 | CoDIT | Improved Image Forgery Detection Based on VGG16, Cosine Similarity, and Support Vector Machines. | Issam Shallal, Lamia Rzouga Haddada, Najoua Essoukri Ben Amara |
| 2025 | VISIGRAPP | SBC-UNet3+: Classification of Nuclei in Histology Imaging Based on Multi Branch UNET3+ Segmentation Model. | Roua Jaafar, Hedi Yazid, Wissem Farhat, Najoua Essoukri Ben Amara |
| 2024 | AICCSA | YOLO-Based Detector for Enhancing Workplace Safety: Real-Time PPE Detection and Monitoring. | Souha Amri, Laila Ouannes, Anis Sahbani, Najoua Essoukri Ben Amara |
| 2024 | ATSIP | A Dual Approach with CycleGANs-based Face Reconstruction and ViT-based Classification. | Laila Ouannes, Anouar Ben Khalifa, Najoua Essoukri Ben Amara |
| 2024 | CoDIT | A comprehensive overview of AI based methods for SoC estimation of Li-ion Batteries in EV. | Ines Baccouche, Najoua Essoukri Ben Amara |
| 2024 | CoDIT | 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 |
| 2024 | CoDIT | Enhancing Face Recognition in Degraded Conditions via Vision Transformer. | Laila Ouannes, Anouar Ben Khalifa, Najoua Essoukri Ben Amara |
| 2024 | DeSE | Lightweight Hybrid Model Combining MobilNetV2 and PCA for Copy-Move Forgery Detection. | Issam Shallal, Lamia Rzouga Haddada, Najoua Essoukri Ben Amara |
| 2024 | DeSE | Enhanced Detection of Copy-Move Forgery by Fusing Scores From Handcrafted and Deep Learning-Based Detection Systems. | Issam Shallal, Lamia Rzouga Haddada, Najoua Essoukri Ben Amara |
| 2024 | ICCCI | Transforming Challenges: Siamese-Based Vision Transformers for Robust Occluded Face Recognition. | Laila Ouannes, Anouar Ben Khalifa, Najoua Essoukri Ben Amara |
| 2023 | CW | Digital Image Forgery Detection with Focus on a Copy-Move Forgery Detection: A Survey. | Sami Gazzah, Lamia Rzouga Haddada, Isam Shallal, Najoua Essoukri Ben Amara |
| 2023 | CW | CBHIR-based approach for histological image analysis on large scale datasets. | Roua Jaafar, Hedi Yazid, Najoua Essoukri Ben Amara |
| 2022 | ATSIP | Siamese Network for Face Recognition in Degraded Conditions. | Laila Ouannes, Anouar Ben Khalifa, Najoua Essoukri Ben Amara |
| 2022 | ICCCI | 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 |
| 2022 | ICCCI | Recognizing Handwritten Text Lines in Ancient Document Images Based on a Gated Residual Recurrent Neural Network. | Olfa Mechi, Maroua Mehri, Najoua Essoukri Ben Amara |
| 2021 | CW | Biometric Template Security Using Watermarking Reinforcement Based Cancellable Transformation. | Samira Bader, Lamia Rzouga Haddada, Najoua Essoukri Ben Amara |
| 2021 | CW | Keystroke Dynamics Classification Based On LSTM and BLSTM Models. | Abir Mhenni, Christophe Rosenberger, Najoua Essoukri Ben Amara |
| 2021 | ICAART | LSTM-based System for Multiple Obstacle Detection using Ultra-wide Band Radar. | Amira Mimouna, Anouar Ben Khalifa, Ihsen Alouani, Abdelmalik Taleb-Ahmed, Atika Rivenq, Najoua Essoukri Ben Amara |
| 2020 | ATSIP | Multimodal Medical Image Registration Based on a Hybrid Optimization Strategy. | Asma Daly, Hedi Yazid, Basel Solaiman, Najoua Essoukri Ben Amara |
| 2020 | ATSIP | Demographic Face Profiling Based on Age, Gender and Race. | Asma El Kissi Ghalleb, Safa Boumaiza, Najoua Essoukri Ben Amara |
| 2020 | ATSIP | Preprocessing Latent-Fingerprint Images For Improving Segmentation Using Morphological Snakes. | Hajer Walhazi, Lamia Rzouga Haddada, Ahmed Maalej, Najoua Essoukri Ben Amara |
| 2020 | CW | A Benchmark Terrorist Face Recognition Database. | Asma El Kissi Ghalleb, Najoua Essoukri Ben Amara |
| 2020 | CW | Splitting Wolves Category in Doddington Zoo: Impacts on Keystroke Dynamics. | Abir Mhenni, Christophe Rosenberger, Najoua Essoukri Ben Amara |
| 2020 | CW | Point-Based Deep Neural Network for 3D Facial Expression Recognition. | Imen Hamrouni Trimech, Ahmed Maalej, Najoua Essoukri Ben Amara |
| 2020 | CW | Mask2LFP: Mask-constrained Adversarial Latent Fingerprint Synthesis. | Hajer Walhazi, Ahmed Maalej, Najoua Essoukri Ben Amara |
| 2020 | ICPR | Thermal Image Enhancement using Generative Adversarial Network for Pedestrian Detection. | Mohamed Amine Marnissi, Hajer Fradi, Anis Sahbani, Najoua Essoukri Ben Amara |
| 2020 | ICPR | 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 |
| 2020 | ICPR | ICPR2020 Competition on Text Detection and Recognition in Arabic News Video Frames. | Oussama Zayene, Rolf Ingold, Najoua Essoukri Ben Amara, Jean Hennebert |
| 2020 | MICCAI | Context-Aware Synergetic Multiplex Network for Multi-organ Segmentation of Cervical Cancer MRI. | Nesrine Bnouni, Islem Rekik, Mohamed Salah Rhim, Najoua Essoukri Ben Amara |
| 2020 | VTC | SoC estimation of LFP Battery Based on EKF Observer and a Full Polynomial Parameters-Model. | Ines Baccouche, Bilal Manai, Najoua Essoukri Ben Amara |
| 2019 | CW | Vulnerability of Adaptive Strategies of Keystroke Dynamics Based Authentication Against Different Attack Types. | Abir Mhenni, Denis Migdal, Estelle Cherrier, Christophe Rosenberger, Najoua Essoukri Ben Amara |
| 2019 | ICDAR | Text Line Segmentation in Historical Document Images Using an Adaptive U-Net Architecture. | Olfa Mechi, Maroua Mehri, Rolf Ingold, Najoua Essoukri Ben Amara |
| 2019 | IWCMC | Pose-based Human Activity Recognition: a review. | Sameh Neili Boualia, Najoua Essoukri Ben Amara |
| 2018 | ATSIP | Semi-automatic lymph node segmentation and classification using cervical cancer MR imaging. | Nesrine Bnouni, Olfa Mechi, Islem Rekik, Mohamed Salah Rhim, Najoua Essoukri Ben Amara |
| 2018 | CW | User Dependent Template Update for Keystroke Dynamics Recognition. | Abir Mhenni, Estelle Cherrier, Christophe Rosenberger, Najoua Essoukri Ben Amara |
| 2018 | IWCMC | Adaptive Biometric Strategy using Doddington Zoo Classification of User's Keystroke Dynamics. | Abir Mhenni, Estelle Cherrier, Christophe Rosenberger, Najoua Essoukri Ben Amara |
| 2018 | MICCAI | Dynamic Multi-scale CNN Forest Learning for Automatic Cervical Cancer Segmentation. | Nesrine Bnouni, Islem Rekik, Mohamed Salah Rhim, Najoua Essoukri Ben Amara |
| 2017 | AICCSA | Design of a 3D Virtual World to Implement a Logical Access Control Mechanism Based on Fingerprints. | Samira Bader, Najoua Essoukri Ben Amara |
| 2017 | AICCSA | Arabic Video Text Recognition Based on Multi-dimensional Recurrent Neural Networks. | Oussama Zayene, Soumaya Essefi Amamou, Najoua Essoukri Ben Amara |
| 2017 | ATSIP | Human posture recognition approach based on ConvNets and SVM classifier. | Sameh Neili, Sami Gazzah, Mounim A. El-Yacoubi, Najoua Essoukri Ben Amara |
| 2017 | ICDAR | ICDAR2017 Competition on Arabic Text Detection and Recognition in Multi-Resolution Video Frames. | Oussama Zayene, Jean Hennebert, Rolf Ingold, Najoua Essoukri Ben Amara |
| 2016 | ATSIP | Contribution to the fusion of soft facial and body biometrics for remote people identification. | Asma El Kissi Ghalleb, Riwa Ben Slamia, Najoua Essoukri Ben Amara |
| 2016 | ATSIP | Keystroke template update with adapted thresholds. | Abir Mhenni, Christophe Rosenberger, Estelle Cherrier, Najoua Essoukri Ben Amara |
| 2016 | ATSIP | Data, protocol and algorithms for performance evaluation of text detection in Arabic news video. | Oussama Zayene, Sameh Masmoudi Touj, Jean Hennebert, Rolf Ingold, Najoua Essoukri Ben Amara |
| 2016 | DAS | Text Detection in Arabic News Video Based on SWT Operator and Convolutional Auto-Encoders. | Oussama Zayene, Mathias Seuret, Sameh Masmoudi Touj, Jean Hennebert, Rolf Ingold, Najoua Essoukri Ben Amara |
| 2016 | DICTA | Faster R-CNN Scene Specialization with a Sequential Monte-Carlo Framework. | Ala Mhalla, Houda Mamatou, Thierry Chateau, Sami Gazzah, Najoua Essoukri Ben Amara |
| 2016 | ICPR | ICPR2016 contest on Arabic Text detection and Recognition in video frames - AcTiVComp. | Oussama Zayene, Nadia Hajjej, Sameh Masmoudi Touj, Soumaya Ben Mansour, Jean Hennebert, Rolf Ingold, Najoua Essoukri Ben Amara |
| 2015 | HAIS | Arabic Handwriting Recognition Based on Synchronous Multi-stream HMM Without Explicit Segmentation. | Khaoula Jayech, Mohamed Ali Mahjoub, Najoua Essoukri Ben Amara |
| 2015 | ICDAR | Interactive content-based Document Retrieval using fuzzy attributed relational graph matching. | Ramzi Chaieb, Karim Kalti, Najoua Essoukri Ben Amara |
| 2015 | ICDAR | A dataset for Arabic text detection, tracking and recognition in news videos- AcTiV. | Oussama Zayene, Jean Hennebert, Sameh Masmoudi Touj, Rolf Ingold, Najoua Essoukri Ben Amara |
| 2015 | ICIAP | Modalities Combination for Italian Sign Language Extraction and Recognition. | Bassem Seddik, Sami Gazzah, Najoua Essoukri Ben Amara |
| 2013 | ICIAP | SID Signature Database: A Tunisian Off-line Handwritten Signature Database. | Imen Abroug Ben Abdelghani, Najoua Essoukri Ben Amara |
| 2011 | ISNN | Evaluation of SVM Classification of Avatar Facial Recognition. | Sonia Ajina, Roman V. Yampolskiy, Najoua Essoukri Ben Amara |
| 2008 | DAS | New Oversampling Approaches Based on Polynomial Fitting for Imbalanced Data Sets. | Sami Gazzah, Najoua Essoukri Ben Amara |
| 2007 | ICDAR | An Approach for Multifont Arabic Characters Features Extraction Based on Contourlet Transform. | Nadia Ben Amor, Najoua Essoukri Ben Amara |
| 2007 | ICDAR | Arabic Handwriting Texture Analysis for Writer Identification Using the DWT-Lifting Scheme. | Sami Gazzah, Najoua Essoukri Ben Amara |
| 2007 | ICDAR | Two Approaches for Arabic Script Recognition-Based Segmentation Using the Hough Transform. | Sofien Touj, Najoua Essoukri Ben Amara, Hamid Amiri |
| 2007 | ICDAR | A hybrid approach for off-line Arabic handwriting recognition based on a Planar Hidden Markov modeling. | Sameh Masmoudi Touj, Najoua Essoukri Ben Amara, Hamid Amiri |
| 2006 | ISNN | Multifont Arabic Characters Recognition Using HoughTransform and Neural Networks. | Nadia Ben Amor, Najoua Essoukri Ben Amara |
| 2006 | ISNN | Writer Identification Using Modular MLP Classifier and Genetic Algorithm for Optimal Features Selection. | Sami Gazzah, Najoua Essoukri Ben Amara |
| 2003 | ICDAR | Generalized Hough Transform for Arabic Optical Character Recognition. | Sofien Touj, Najoua Essoukri Ben Amara, Hamid Amiri |
| 2001 | ICDAR | Planar Markov Modeling for Arabic Writing Recognition: Advancement State. | Housem Miled, Najoua Essoukri Ben Amara |
| 1996 | ICPR | Printed PAW recognition based on planar hidden Markov models. | Najoua Essoukri Ben Amara, Abdel Belad |
| 1995 | ICDAR | A robust approach for Arabic printed character segmentation. | Najoua Essoukri Ben Amara, Noureddine Ellouze |