| 2026 | ESANN | XAI-Enabled Custom CNN for Cross-Modal Generalization in Breast Cancer Detection. | Maram Issaoui, Amal Jlassi, Abir Bazaoui, Walid Barhoumi |
| 2026 | ICAART | Leveraging YOLO for AI-Powered Image-Based Plant Disease Detection in Sustainable Agriculture. | Dhouha Belghith, Abir Bazaoui, Walid Barhoumi |
| 2025 | ACIVS | Secure Image Transmission in IoT Using Neural Network-Predictive S-Boxes and Chaotic Key Derivation with ASCON Lightweight Cryptography. | Zaydon L. Ali, Walid Barhoumi, Houcemeddine Hermassi |
| 2025 | ACIVS | Dynamic Chaotic-ASCON Encryption: ECG Security in Resource-Constrained IoT. | Zaydon L. Ali, Walid Barhoumi, Houcemeddine Hermassi |
| 2025 | ACIVS | Mammography Lexicon-Based Explainable Artificial Intelligence for Diagnosis and Visual Interpretation of Breast Cancer. | Ons Loukil, Abir Bazaoui, Walid Barhoumi |
| 2025 | AICCSA | Adaptive Chaotic-Neural Ascon Image Encryption with Mish Activation and AI-Driven Key Scheduling for Secure and High-Speed IoT Applications. | Zaydon L. Ali, Walid Barhoumi, Houcemeddine Hermassi |
| 2025 | AICCSA | Transformer-Guided Chaotic Neural Encryption Using Swish and GELU-Based Dynamic S-Boxes for Lightweight ASCON in Smart IoT Systems. | Zaydon L. Ali, Walid Barhoumi, Houcemeddine Hermassi |
| 2025 | AINA | UTI-Dx-ViT: Enhancing UTI Diagnosis with YOLOv8 Segmentation and Vision Transformer-Based Classification. | Amal Jlassi, Sami Hafsi, Walid Barhoumi |
| 2025 | ENASE | A Near-Optimal Steganography-Based Solution for Embedding Data in Video Cover Medium. | Ali Mohammed Abed, Houcemeddine Hermassi, Walid Barhoumi |
| 2025 | KES | A Fog Network-based Approach for Security of IoT Applications. | Zahra Yousef, Hamza Gharsellaoui, Walid Barhoumi |
| 2025 | WorldCIST | Light-Crypt: A Lightweight Image Encryption Algorithm Using Chaotic Maps and AI-Generated Substitution Boxes. | Zaydon L. Ali, Walid Barhoumi, Houcemeddine Hermassi |
| 2024 | ACIIDS | Exploring XAI Attention Maps to Investigate the Effect of Distance Metric and Lesion-Shaped Border Expansion Size for Effective Content-Based Dermatological Lesion Retrieval. | Rym Dakhli, Walid Barhoumi |
| 2024 | ACIIDS | Synergistic Text Annotation Based on Rule-Based Expressions and DistilBERT. | Arafet Sbei, Khaoula ElBedoui, Walid Barhoumi |
| 2024 | AICCSA | Toward a Quantitative Trustworthy Evaluation of Post-Hoc XAI Feature Importance Maps Using Saliency-Based Occlusion. | Rym Dakhli, Walid Barhoumi |
| 2024 | ECCV | Predicting Emotions in Interpersonal Interaction Videos: I Know What You Feel. | Hajer Guerdelli, Claudio Ferrari, Stefano Berretti, Walid Barhoumi, Alberto Del Bimbo |
| 2024 | ICSOC | LLM Non-text-focused Data Generation for Payroll Fraud Detection. | Farah Ouesleti, Khaoula ElBedoui, Walid Barhoumi, Mohamed Amine Aissaoui |
| 2024 | ISORC | An Explainable Method for Cost-Efficient Multi-View Fall Detection. | Amani Elaoud, Achraf Khazri, Walid Barhoumi |
| 2024 | KES | A Facial Morphology-Guided Feature Selection Method For Spontaneous Expression Recognition. | Ones Sidhom, Haythem Ghazouani, Walid Barhoumi, Abdellah Chehri |
| 2023 | ICAART | Brain Tumor Segmentation of Lower-Grade Glioma Across MRI Images Using Hybrid Convolutional Neural Networks. | Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi |
| 2023 | ICAART | Segmented Glioma Classification Using Radiomics-Based Machine Learning: A Comparative Analysis of Feature Selection Techniques. | Amal Jlassi, Amel Omri, Khaoula ElBedoui, Walid Barhoumi |
| 2023 | ICIAP | Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling. | Hajer Guerdelli, Claudio Ferrari, Joo Baptista Cardia Neto, Stefano Berretti, Walid Barhoumi, Alberto Del Bimbo |
| 2023 | INISTA | Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection through Model Analysis and Feature Importance. | Haythem Ghazouani, Walid Barhoumi, Gwanggil Jeon, Ezzeddine Zagrouba |
| 2023 | INISTA | ACCP-MC-U-Net: Automatic Corpus Callosum Parcellation from brain MRI scans using MultiClass U-Net. | Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi |
| 2023 | ICTAI | Enhancing Change Detection in Spectral Images: Integration of UNet and ResNet Classifiers. | Emna Brahim, Emna Amri, Walid Barhoumi |
| 2023 | ISCC | Glioma Tumor's Detection and Classification Using Joint YOLOv7 and Active Contour Model. | Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi |
| 2023 | KES | Dealing with Unbalanced Data in Leaf Disease Detection: A Comparative Study of Hierarchical Classification, Clustering-based Undersampling and Reweighting-based Approaches. | Haythem Ghazouani, Walid Barhoumi, Ezzeddine Chakroun, Abdellah Chehri |
| 2022 | ACIIDS | Automated Late Fusion of Low Level Descriptors for Feature Extraction and Texture Classification Using Data Augmentation. | Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi |
| 2021 | AICCSA | A comparative study on the importance of each face part in facial gender recognition via convolutional neural networks. | Rahma Amri, Achraf Gazdar, Walid Barhoumi |
| 2021 | AICCSA | Towards a deep neural method based on freezing layers for in-the-wild facial emotion recognition. | Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi |
| 2021 | AICCSA | Change detection in optical remote sensing images using shearlet transform and convolutional neural networks. | Emna Brahim, Sonia Bouzidi, Walid Barhoumi |
| 2021 | AICCSA | Efficient Face Verification Under Makeup Changes Using Few Salient Regions. | Khouloud Ferchichi, Haythem Ghazouani, Walid Barhoumi |
| 2020 | EANN | A Genetic Programming Method for Scale-Invariant Texture Classification. | Haythem Ghazouani, Walid Barhoumi, Yosra Antit |
| 2020 | ICMV | Retinal blood vessel segmentation in fundus images based on morphological operators within entropy information. | Amal Chouchene, Walid Barhoumi |
| 2020 | ICOST | Comparative Study of Relevant Methods for MRI/X Brain Image Registration. | Marwa Abderrahim, Abir Bazaoui, Walid Barhoumi |
| 2020 | ICOST | Unsupervised Method Based on Superpixel Segmentation for Corpus Callosum Parcellation in MRI Scans. | Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi, Chokri Maktouf |
| 2017 | ACIVS | Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern. | Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi |
| 2017 | ACIVS | Analysis of Skeletal Shape Trajectories for Person Re-Identification. | Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba |
| 2017 | AICCSA | Optical-Flow-Based Approach for the Detection of Shoreline Changes Using Remote Sensing Data. | Majed Bouchahma, Walid Barhoumi, Wanglin Yan, Hamood Al Wardi |
| 2016 | ACIVS | Multimodal Registration of PET/MR Brain Images Based on Adaptive Mutual Information. | Abir Bazaoui, Mouna Berrabah, Walid Barhoumi, Ezzeddine Zagrouba |
| 2016 | ACIVS | Content-Based Mammogram Retrieval Using Mixed Kernel PCA and Curvelet Transform. | Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba |
| 2016 | IDA | Multi-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass Characterization. | Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba |
| 2015 | AICCSA | Curvelet-based locality sensitive hashing for mammogram retrieval in large-scale datasets. | Amira Jouirou, Abir Bazaoui, Walid Barhoumi, Ezzeddine Zagrouba |
| 2015 | ICMV | Multi-view score fusion for content-based mammogram retrieval. | Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba |
| 2014 | ISM | Negative Relevance Feedback for Improving Retrieval in Large-Scale Image Collections. | Abir Gallas, Walid Barhoumi, Ezzeddine Zagrouba |
| 2005 | AICCSA | Towards a standard approach for medical images segmentation. | Walid Barhoumi, Ezzeddine Zagrouba |