Towards a standard approach for medical images segmentation. - Walid Barhoumi; Ezzeddine Zagrouba (AICCSA, 2005)

An Accelerated System for Melanoma Diagnosis Based on Subset Feature Selection. - Ezzeddine Zagrouba; Walid Barhoumi (J. Comput. Inf. Technol., 2005)

Vers un système générique d'aide au diagnostic basé sur les images médicales : Application en Dermatologie et en Neurologie. (Towards a generic computer-aided diagnosis system based on medical images: Application in Dermatology and Neurology). - Walid Barhoumi (2006)

Effective Region-based Relevance Feedback for Interactive Content-based Image Retrieval. - Walid Barhoumi; Abir Gallas; Ezzeddine Zagrouba (KES IIMSS, 2009)

An efficient image-mosaicing method based on multifeature matching. - Ezzeddine Zagrouba; Walid Barhoumi; Slim Amri (Mach. Vis. Appl., 2009)

A robust framework for joint background/foreground segmentation of complex video scenes filmed with freely moving camera. - Slim Amri; Walid Barhoumi; Ezzeddine Zagrouba (Multim. Tools Appl., 2010)

Image retrieval based on wavelet sub-bands and fuzzy weighted regions. - Abir Gallas; Walid Barhoumi; Ezzeddine Zagrouba (ICCIT, 2012)

Bouclage de pertinence négatif pour la recherche des images à base de descripteurs de sous-bandes d'ondelettes. - Abir Gallas; Walid Barhoumi; Ezzeddine Zagrouba (Traitement du Signal, 2012)

Automated photo-consistency test for voxel colouring based on fuzzy adaptive hysteresis thresholding. - Walid Barhoumi; Mohamed Chafik Bakkay; Ezzeddine Zagrouba (IET Image Process., 2013)

An online approach for multi-sprite generation based on camera parameters estimation. - Walid Barhoumi; Mohamed Chafik Bakkay; Ezzeddine Zagrouba (Signal Image Video Process., 2013)

Negative Relevance Feedback for Improving Retrieval in Large-Scale Image Collections. - Abir Gallas; Walid Barhoumi; Ezzeddine Zagrouba (ISM, 2014)

Résumé en ligne des vidéos complexes, recherche interactive des images par le contenu, et aide au diagnostic médical basé sur l'analyse des images. (Online summary of complex videos, interactive content-based retrieval of images, and assistance in medical diagnosis based on image analysis). - Walid Barhoumi (2015)

Curvelet-based locality sensitive hashing for mammogram retrieval in large-scale datasets. - Amira Jouirou; Abir Baâzaoui; Walid Barhoumi; Ezzeddine Zagrouba (AICCSA, 2015)

Multi-view score fusion for content-based mammogram retrieval. - Sami Dhahbi; Walid Barhoumi; Ezzeddine Zagrouba (ICMV, 2015)

Breast cancer diagnosis in digitized mammograms using curvelet moments. - Sami Dhahbi; Walid Barhoumi; Ezzeddine Zagrouba (Comput. Biol. Medicine, 2015)

Locality-sensitive hashing for region-based large-scale image indexing. - Abir Gallas; Walid Barhoumi; Neila Kacem; Ezzeddine Zagrouba (IET Image Process., 2015)

High-Dimensional Image Data Sets Retrieval: Improving Accuracy Using a Weighted Relevance Feedback. - Abir Gallas; Walid Barhoumi; Ezzeddine Zagrouba (Int. J. Semantic Comput., 2015)

Detection of highly articulated moving objects by using co-segmentation with application to athletic video sequences. - Walid Barhoumi (Signal Image Video Process., 2015)

Multimodal Registration of PET/MR Brain Images Based on Adaptive Mutual Information. - Abir Baâzaoui; Mouna Berrabah; Walid Barhoumi; Ezzeddine Zagrouba (ACIVS, 2016)

Content-Based Mammogram Retrieval Using Mixed Kernel PCA and Curvelet Transform. - Sami Dhahbi; Walid Barhoumi; Ezzeddine Zagrouba (ACIVS, 2016)

Multi-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass Characterization. - Sami Dhahbi; Walid Barhoumi; Ezzeddine Zagrouba (IDA, 2016)

Aggregation of classifiers ensemble using local discriminatory power and quantiles. - Bartosz Swiderski; Stanislaw Osowski; Michal Kruk; Walid Barhoumi (Expert Syst. Appl., 2016)

Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern. - Hela Bejaoui; Haythem Ghazouani; Walid Barhoumi (ACIVS, 2017)

Analysis of Skeletal Shape Trajectories for Person Re-Identification. - Amani Elaoud; Walid Barhoumi; Hassen Drira; Ezzeddine Zagrouba (ACIVS, 2017)

Optical-Flow-Based Approach for the Detection of Shoreline Changes Using Remote Sensing Data. - Majed Bouchahma; Walid Barhoumi; Wanglin Yan; Hamood Al Wardi (AICCSA, 2017)

Towards semantic visual features for malignancy description within medical images. - Abir Baâzaoui; Walid Barhoumi; Ezzeddine Zagrouba (ICCP, 2017)

Hybrid PET/MRI co-segmentation based on joint fuzzy connectedness and graph cut. - Arafet Sbei; Khaoula ElBedoui; Walid Barhoumi; Philippe Maksud; Chokri Maktouf (Comput. Methods Programs Biomed., 2017)

Novel methods of image description and ensemble of classifiers in application to mammogram analysis. - Bartosz Swiderski; Stanislaw Osowski; Jaroslaw Kurek; Michal Kruk; Iwona Lugowska; Piotr Rutkowski; Walid Barhoumi (Expert Syst. Appl., 2017)

False-positive reduction in computer-aided mass detection using mammographic texture analysis and classification. - Sami Dhahbi; Walid Barhoumi; Jaroslaw Kurek; Bartosz Swiderski; Michal Kruk; Ezzeddine Zagrouba (Comput. Methods Programs Biomed., 2018)

Seuillage par hystérésis pour le test de photo-consistance des voxels dans le cadre de la reconstruction 3D. - Mohamed Chafik Bakkay; Walid Barhoumi; Ezzeddine Zagrouba (CoRR, 2018)

Modeling clinician medical-knowledge in terms of med-level features for semantic content-based mammogram retrieval. - Abir Baâzaoui; Walid Barhoumi; Amr Ahmed 002; Ezzeddine Zagrouba (Expert Syst. Appl., 2018)

Fuzzy VA-Files for multi-label image annotation based on visual content of regions. - Imen Ben Rejeb; Sonia Ouni; Walid Barhoumi; Ezzeddine Zagrouba (Signal Image Video Process., 2018)

Modeling Trajectories for 3D Motion Analysis. - Amani Elaoud; Walid Barhoumi; Hassen Drira; Ezzeddine Zagrouba (VISIGRAPP (Revised Selected Papers), 2019)

Weighted Linear Combination of Distances within Two Manifolds for 3D Human Action Recognition. - Amani Elaoud; Walid Barhoumi; Hassen Drira; Ezzeddine Zagrouba (VISIGRAPP (5: VISAPP), 2019)

Unsupervised Method based on Probabilistic Neural Network for the Segmentation of Corpus Callosum in MRI Scans. - Amal Jlassi; Khaoula ElBedoui; Walid Barhoumi; Chokri Maktouf (VISIGRAPP (4: VISAPP), 2019)

An image-based segmentation recommender using crowdsourcing and transfer learning for skin lesion extraction. - Amira Soudani; Walid Barhoumi (Expert Syst. Appl., 2019)

Multi-view information fusion in mammograms: A comprehensive overview. - Amira Jouirou; Abir Baâzaoui; Walid Barhoumi (Inf. Fusion, 2019)

Sparse coding-based representation of LBP difference for 3D/4D facial expression recognition. - Hela Bejaoui; Haythem Ghazouani; Walid Barhoumi (Multim. Tools Appl., 2019)

A Genetic Programming Method for Scale-Invariant Texture Classification. - Haythem Ghazouani; Walid Barhoumi; Yosra Antit (EANN, 2020)

Driver Drowsiness Detection Based on Joint Monitoring of Yawning, Blinking and Nodding. - Aicha Ghourabi; Haythem Ghazouani; Walid Barhoumi (ICCP, 2020)

Retinal blood vessel segmentation in fundus images based on morphological operators within entropy information. - Amal Chouchene; Walid Barhoumi (ICMV, 2020)

Comparative Study of Relevant Methods for MRI/X Brain Image Registration. - Marwa Abderrahim; Abir Baâzaoui; Walid Barhoumi (ICOST, 2020)

Unsupervised Method Based on Superpixel Segmentation for Corpus Callosum Parcellation in MRI Scans. - Amal Jlassi; Khaoula ElBedoui; Walid Barhoumi; Chokri Maktouf (ICOST, 2020)

Dynamic distance learning for joint assessment of visual and semantic similarities within the framework of medical image retrieval. - Abir Baâzaoui; Marwa Abderrahim; Walid Barhoumi (Comput. Biol. Medicine, 2020)

Gradient-based generation of intermediate images for heterogeneous tumor segmentation within hybrid PET/MRI scans. - Arafet Sbei; Khaoula ElBedoui; Walid Barhoumi; Chokri Maktouf (Comput. Biol. Medicine, 2020)

Genetic programming-based learning of texture classification descriptors from Local Edge Signature. - Haythem Ghazouani; Walid Barhoumi (Expert Syst. Appl., 2020)

A comprehensive overview of relevant methods of image cosegmentation. - Hager Merdassi; Walid Barhoumi; Ezzeddine Zagrouba (Expert Syst. Appl., 2020)

Optimisation of linear dependence energy for object co-segmentation in a set of images with heterogeneous contents. - Hager Merdassi; Walid Barhoumi; Ezzeddine Zagrouba (IET Image Process., 2020)

Skeleton-based comparison of throwing motion for handball players. - Amani Elaoud; Walid Barhoumi; Ezzeddine Zagrouba; Brahim Agrebi (J. Ambient Intell. Humaniz. Comput., 2020)

A comparative study on the importance of each face part in facial gender recognition via convolutional neural networks. - Rahma Amri; Achraf Gazdar; Walid Barhoumi (AICCSA, 2021)

Towards a deep neural method based on freezing layers for in-the-wild facial emotion recognition. - Hadjer Boughanem; Haythem Ghazouani; Walid Barhoumi (AICCSA, 2021)

Change detection in optical remote sensing images using shearlet transform and convolutional neural networks. - Emna Brahim; Sonia Bouzidi; Walid Barhoumi (AICCSA, 2021)

Efficient Face Verification Under Makeup Changes Using Few Salient Regions. - Khouloud Ferchichi; Haythem Ghazouani; Walid Barhoumi (AICCSA, 2021)

Shared Information-Based Late Fusion for Four Mammogram Views Retrieval using Data-driven Distance Selection. - Amira Jouirou; Abir Baâzaoui; Walid Barhoumi (VISIGRAPP (4: VISAPP), 2021)

Skin lesion image retrieval using transfer learning-based approach for query-driven distance recommendation. - Walid Barhoumi; Afifa Khelifa (Comput. Biol. Medicine, 2021)

Towards non-data-hungry and fully-automated diagnosis of breast cancer from mammographic images. - Haythem Ghazouani; Walid Barhoumi (Comput. Biol. Medicine, 2021)

Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints. - Mohamed Hazgui; Haythem Ghazouani; Walid Barhoumi (Evol. Syst., 2021)

Person Re-Identification from different views based on dynamic linear combination of distances. - Amani Elaoud; Walid Barhoumi; Hassen Drira; Ezzeddine Zagrouba (Multim. Tools Appl., 2021)

Multi-view content-based mammogram retrieval using dynamic similarity and locality sensitive hashing. - Amira Jouirou; Abir Baâzaoui; Walid Barhoumi (Pattern Recognit., 2021)

Automated Late Fusion of Low Level Descriptors for Feature Extraction and Texture Classification Using Data Augmentation. - Mohamed Hazgui; Haythem Ghazouani; Walid Barhoumi (ACIIDS (Companion), 2022)

Macro- and Micro-Expressions Facial Datasets: A Survey. - Hajer Guerdelli; Claudio Ferrari; Walid Barhoumi; Haythem Ghazouani; Stefano Berretti (Sensors, 2022)

Genetic programming-based fusion of HOG and LBP features for fully automated texture classification. - Mohamed Hazgui; Haythem Ghazouani; Walid Barhoumi (Vis. Comput., 2022)

Adaptive feature selection in PET scans based on shared information and multi-label learning. - Arafet Sbei; Khaoula ElBedoui; Walid Barhoumi; Chokri Maktouf (Vis. Comput., 2022)

Hierarchical Convolutional Neural Networks for Leaf Disease Detection. - Ezzeddine Chakroun; Haythem Ghazouani; Walid Barhoumi; Ezzeddine Zagrouba; Gwanggil Jeon (FUZZ, 2023)

Multi-View-Based Apple Maturity Classification Using Similarity Network Fusion Versus Classical Machine Learning Classifiers. - Amani Elaoud; Walid Barhoumi; Ezzeddine Zagrouba (FUZZ, 2023)

Brain Tumor Segmentation of Lower-Grade Glioma Across MRI Images Using Hybrid Convolutional Neural Networks. - Amal Jlassi; Khaoula ElBedoui; Walid Barhoumi (ICAART (2), 2023)

Segmented Glioma Classification Using Radiomics-Based Machine Learning: A Comparative Analysis of Feature Selection Techniques. - Amal Jlassi; Amel Omri; Khaoula ElBedoui; Walid Barhoumi (ICAART (Revised Selected Paper), 2023)

Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling. - Hajer Guerdelli; Claudio Ferrari; João Baptista Cardia Neto; Stefano Berretti; Walid Barhoumi; Alberto Del Bimbo (ICIAP Workshops (1), 2023)

An Accurate Random Forest-Based Action Recognition Technique Using only Velocity and Landmarks' Distances. - Hajer Maaoui; Amani Elaoud; Walid Barhoumi (ICIKS, 2023)

Enhancing Change Detection in Spectral Images: Integration of UNet and ResNet Classifiers. - Emna Brahim; Emna Amri; Walid Barhoumi (ICTAI, 2023)

Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection through Model Analysis and Feature Importance. - Haythem Ghazouani; Walid Barhoumi; Gwanggil Jeon; Ezzeddine Zagrouba (INISTA, 2023)

ACCP-MC-U-Net: Automatic Corpus Callosum Parcellation from brain MRI scans using MultiClass U-Net. - Amal Jlassi; Khaoula ElBedoui; Walid Barhoumi (INISTA, 2023)

Four-layer Architecture for IoT Security in Fog Network. - Zahra Yousef; Hamza Gharsellaoui; Walid Barhoumi (IOTSMS, 2023)

Glioma Tumor's Detection and Classification Using Joint YOLOv7 and Active Contour Model. - Amal Jlassi; Khaoula ElBedoui; Walid Barhoumi (ISCC, 2023)

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 (KES, 2023)

YCbCr Color Space as an Effective Solution to the Problem of Low Emotion Recognition Rate of Facial Expressions In-The-Wild. - Hadjer Boughanem; Haythem Ghazouani; Walid Barhoumi (VISIGRAPP (5: VISAPP), 2023)

ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images. - Emna Brahim; Sonia Bouzidi; Walid Barhoumi (VISIGRAPP (4: VISAPP), 2023)

Subject-dependent selection of geometrical features for spontaneous emotion recognition. - Ones Sidhom; Haythem Ghazouani; Walid Barhoumi (Multim. Tools Appl., 2023)

A skin lesion classification method based on expanding the surrounding lesion-shaped border for an end-to-end Inception-ResNet-v2 classifier. - Rym Dakhli; Walid Barhoumi (Signal Image Video Process., 2023)

Multichannel convolutional neural network for human emotion recognition from in-the-wild facial expressions. - Hadjer Boughanem; Haythem Ghazouani; Walid Barhoumi (Vis. Comput., 2023)

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 (ACIIDS (Companion 1), 2024)

Synergistic Text Annotation Based on Rule-Based Expressions and DistilBERT. - Arafet Sbei; Khaoula ElBedoui; Walid Barhoumi (ACIIDS (2), 2024)

Toward a Quantitative Trustworthy Evaluation of Post-Hoc XAI Feature Importance Maps Using Saliency-Based Occlusion. - Rym Dakhli; Walid Barhoumi (AICCSA, 2024)

Predicting Emotions in Interpersonal Interaction Videos: I Know What You Feel. - Hajer Guerdelli; Claudio Ferrari; Stefano Berretti; Walid Barhoumi; Alberto Del Bimbo (ECCV Workshops (15), 2024)

LLM Non-text-focused Data Generation for Payroll Fraud Detection. - Farah Ouesleti; Khaoula ElBedoui; Walid Barhoumi; Mohamed Amine Aissaoui (ICSOC Workshops (1), 2024)

An Explainable Method for Cost-Efficient Multi-View Fall Detection. - Amani Elaoud; Achraf Khazri; Walid Barhoumi (ISORC, 2024)

A Facial Morphology-Guided Feature Selection Method For Spontaneous Expression Recognition. - Ones Sidhom; Haythem Ghazouani; Walid Barhoumi; Abdellah Chehri (KES, 2024)

Disagreement serves an explainable ensemble model based on Dempster-Shafer evidence-fusion for an improved skin lesion classification. - Rym Dakhli; Walid Barhoumi (Biomed. Signal Process. Control., 2024)

A multi-task meta-learner-based ensemble for robust facial expression recognition in-the-wild. - Afifa Khelifa; Haythem Ghazouani; Walid Barhoumi (Evol. Intell., 2024)

A New Encryption-Based Algorithm for Embedded Image Steganography. - Ali Mohammed Abed; Houcemeddine Hermassi; Walid Barhoumi (Int. J. Sociotechnology Knowl. Dev., 2024)

Fusion of UNet and ResNet decisions for change detection using low and high spectral resolution images. - Emna Brahim; Emna Amri; Walid Barhoumi; Sonia Bouzidi (Signal Image Video Process., 2024)

Facial Emotion Recognition in-the-Wild Using Deep Neural Networks: A Comprehensive Review. - Hadjer Boughanem; Haythem Ghazouani; Walid Barhoumi (SN Comput. Sci., 2024)

Three-phases hybrid feature selection for facial expression recognition. - Ones Sidhom; Haythem Ghazouani; Walid Barhoumi (J. Supercomput., 2024)

Data Augmentation for Genetic Programming-Driven Late Merging of HOG and Uniform LBP Features for Texture Classification. - Mohamed Hazgui; Haythem Ghazouani; Walid Barhoumi (Vietnam. J. Comput. Sci., 2024)

Two-level content-based mammogram retrieval using the ACR BI-RADS assessment code and learning-driven distance selection. - Amira Jouirou; Ines Souissi; Walid Barhoumi (J. Supercomput., 2024)

Unsupervised Object Cosegmentation Method Devoted to Image Classification. - Hager Merdassi; Walid Barhoumi; Ezzeddine Zagrouba (Int. J. Pattern Recognit. Artif. Intell., 2024)

3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes. - Amal Jlassi; Khaoula ElBedoui; Walid Barhoumi; Chokri Maktouf (Evol. Syst., 2024)

XYZ-channel encoding and augmentation of human joint skeleton coordinates for end-to-end action recognition. - Amani Elaoud; Haythem Ghazouani; Walid Barhoumi (Signal Image Video Process., 2024)

Parallel Hierarchical Multi-View Feature Fusion Based on Canonical Correlation Analysis for Mammogram Retrieval. - Marwa Abderrahim; Abir Baâzaoui; Walid Barhoumi (Vietnam. J. Comput. Sci., 2024)

Potato Leaf Disease Classification Using Transfer Learning and Reweighting-Based Training with Imbalanced Data. - Amal Jlassi; Amani Elaoud; Haythem Ghazouani; Walid Barhoumi (SN Comput. Sci., 2024)

UTI-Dx-ViT: Enhancing UTI Diagnosis with YOLOv8 Segmentation and Vision Transformer-Based Classification. - Amal Jlassi; Sami Hafsi; Walid Barhoumi (AINA (4), 2025)

A Near-Optimal Steganography-Based Solution for Embedding Data in Video Cover Medium. - Ali Mohammed Abed; Houcemeddine Hermassi; Walid Barhoumi (ENASE, 2025)

Few Skeleton Features For Gate-Based Gender Recognition From Landmark Frames. - Amara Bekhouch; Walid Barhoumi; Noureddine Doghmane (IPAS, 2025)

Improving skin lesion classification through saliency-guided loss functions. - Rym Dakhli; Walid Barhoumi (Comput. Biol. Medicine, 2025)

SoK: Federated Learning and Unlearning for Medical Image Analysis. - Khaoula ElBedoui; Walid Barhoumi; Jungwon Cho (Expert Syst. J. Knowl. Eng., 2025)

Intelligent Computing for Crop Monitoring in CIoT: Leveraging AI and Big Data Technologies. - Imran Ahmed 002; Misbah Ahmad; Haythem Ghazouani; Walid Barhoumi; Gwanggil Jeon (Expert Syst. J. Knowl. Eng., 2025)

Label distribution learning for compound facial expression recognition in-the-wild: A comparative study. - Afifa Khelifa; Haythem Ghazouani; Walid Barhoumi (Expert Syst. J. Knowl. Eng., 2025)

Rank-aware LDL hybrid MetaFormer for Compound Facial Expression Recognition in-the-wild. - Afifa Khelifa; Haythem Ghazouani; Walid Barhoumi (Inf. Fusion, 2026)