Walid Barhoumi

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 69

Top Topics

Texture Classification

Convolutional Neural Networks

Corpus Callosum

Top Venues

Expert Syst. Appl.

Comput. Biol. Medicine

Publications

Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi
Facial Emotion Recognition in-the-Wild Using Deep Neural Networks: A Comprehensive Review. SN Comput. Sci. 5 (1) (2024)
Ones Sidhom, Haythem Ghazouani, Walid Barhoumi
Three-phases hybrid feature selection for facial expression recognition. J. Supercomput. 80 (6) (2024)
Amira Jouirou, Ines Souissi, Walid Barhoumi
Two-level content-based mammogram retrieval using the ACR BI-RADS assessment code and learning-driven distance selection. J. Supercomput. 80 (11) (2024)
Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi, Chokri Maktouf
3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes. Evol. Syst. 15 (5) (2024)
Amani Elaoud, Achraf Khazri, Walid Barhoumi
An Explainable Method for Cost-Efficient Multi-View Fall Detection. ISORC (2024)
Rym Dakhli, Walid Barhoumi
Disagreement serves an explainable ensemble model based on Dempster-Shafer evidence-fusion for an improved skin lesion classification. Biomed. Signal Process. Control. 98 (2024)
Arafet Sbei, Khaoula ElBedoui, Walid Barhoumi
Synergistic Text Annotation Based on Rule-Based Expressions and DistilBERT. ACIIDS (2) (2024)
Ones Sidhom, Haythem Ghazouani, Walid Barhoumi
Subject-dependent selection of geometrical features for spontaneous emotion recognition. Multim. Tools Appl. 82 (2) (2023)
Rym Dakhli, Walid Barhoumi
A skin lesion classification method based on expanding the surrounding lesion-shaped border for an end-to-end Inception-ResNet-v2 classifier. Signal Image Video Process. 17 (7) (2023)
Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi
Brain Tumor Segmentation of Lower-Grade Glioma Across MRI Images Using Hybrid Convolutional Neural Networks. ICAART (2) (2023)
Haythem Ghazouani, Walid Barhoumi, Gwanggil Jeon, Ezzeddine Zagrouba
Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection through Model Analysis and Feature Importance. INISTA (2023)
Emna Brahim, Sonia Bouzidi, Walid Barhoumi
ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images. VISIGRAPP (4: VISAPP) (2023)
Hajer Maaoui, Amani Elaoud, Walid Barhoumi
An Accurate Random Forest-Based Action Recognition Technique Using only Velocity and Landmarks' Distances. ICIKS (2023)
Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi
Multichannel convolutional neural network for human emotion recognition from in-the-wild facial expressions. Vis. Comput. 39 (11) (2023)
Zahra Yousef, Hamza Gharsellaoui, Walid Barhoumi
Four-layer Architecture for IoT Security in Fog Network. IOTSMS (2023)
Haythem Ghazouani, Walid Barhoumi, Ezzeddine Chakroun, Abdellah Chehri
Dealing with Unbalanced Data in Leaf Disease Detection: A Comparative Study of Hierarchical Classification, Clustering-based Undersampling and Reweighting-based Approaches. KES (2023)
Emna Brahim, Emna Amri, Walid Barhoumi
Enhancing Change Detection in Spectral Images: Integration of UNet and ResNet Classifiers. ICTAI (2023)
Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi
YCbCr Color Space as an Effective Solution to the Problem of Low Emotion Recognition Rate of Facial Expressions In-The-Wild. VISIGRAPP (5: VISAPP) (2023)
Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi
Glioma Tumor's Detection and Classification Using Joint YOLOv7 and Active Contour Model. ISCC (2023)
Ezzeddine Chakroun, Haythem Ghazouani, Walid Barhoumi, Ezzeddine Zagrouba, Gwanggil Jeon
Hierarchical Convolutional Neural Networks for Leaf Disease Detection. FUZZ (2023)
Hajer Guerdelli, Claudio Ferrari, João Baptista Cardia Neto, Stefano Berretti, Walid Barhoumi, Alberto Del Bimbo
Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling. ICIAP Workshops (1) (2023)
Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi
ACCP-MC-U-Net: Automatic Corpus Callosum Parcellation from brain MRI scans using MultiClass U-Net. INISTA (2023)
Amal Jlassi, Amel Omri, Khaoula ElBedoui, Walid Barhoumi
Segmented Glioma Classification Using Radiomics-Based Machine Learning: A Comparative Analysis of Feature Selection Techniques. ICAART (Revised Selected Paper) (2023)
Amani Elaoud, Walid Barhoumi, Ezzeddine Zagrouba
Multi-View-Based Apple Maturity Classification Using Similarity Network Fusion Versus Classical Machine Learning Classifiers. FUZZ (2023)
Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi
Automated Late Fusion of Low Level Descriptors for Feature Extraction and Texture Classification Using Data Augmentation. ACIIDS (Companion) (2022)
Arafet Sbei, Khaoula ElBedoui, Walid Barhoumi, Chokri Maktouf
Adaptive feature selection in PET scans based on shared information and multi-label learning. Vis. Comput. 38 (1) (2022)
Hajer Guerdelli, Claudio Ferrari, Walid Barhoumi, Haythem Ghazouani, Stefano Berretti
Macro- and Micro-Expressions Facial Datasets: A Survey. Sensors 22 (4) (2022)
Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi
Genetic programming-based fusion of HOG and LBP features for fully automated texture classification. Vis. Comput. 38 (2) (2022)
Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba
Person Re-Identification from different views based on dynamic linear combination of distances. Multim. Tools Appl. 80 (12) (2021)
Amira Jouirou, Abir Baâzaoui, Walid Barhoumi
Multi-view content-based mammogram retrieval using dynamic similarity and locality sensitive hashing. Pattern Recognit. 112 (2021)
Rahma Amri, Achraf Gazdar, Walid Barhoumi
A comparative study on the importance of each face part in facial gender recognition via convolutional neural networks. AICCSA (2021)
Emna Brahim, Sonia Bouzidi, Walid Barhoumi
Change detection in optical remote sensing images using shearlet transform and convolutional neural networks. AICCSA (2021)
Walid Barhoumi, Afifa Khelifa
Skin lesion image retrieval using transfer learning-based approach for query-driven distance recommendation. Comput. Biol. Medicine 137 (2021)
Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi
Towards a deep neural method based on freezing layers for in-the-wild facial emotion recognition. AICCSA (2021)
Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi
Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints. Evol. Syst. 12 (3) (2021)
Khouloud Ferchichi, Haythem Ghazouani, Walid Barhoumi
Efficient Face Verification Under Makeup Changes Using Few Salient Regions. AICCSA (2021)
Haythem Ghazouani, Walid Barhoumi
Towards non-data-hungry and fully-automated diagnosis of breast cancer from mammographic images. Comput. Biol. Medicine 139 (2021)
Amira Jouirou, Abir Baâzaoui, Walid Barhoumi
Shared Information-Based Late Fusion for Four Mammogram Views Retrieval using Data-driven Distance Selection. VISIGRAPP (4: VISAPP) (2021)
Aicha Ghourabi, Haythem Ghazouani, Walid Barhoumi
Driver Drowsiness Detection Based on Joint Monitoring of Yawning, Blinking and Nodding. ICCP (2020)
Abir Baâzaoui, Marwa Abderrahim, Walid Barhoumi
Dynamic distance learning for joint assessment of visual and semantic similarities within the framework of medical image retrieval. Comput. Biol. Medicine 122 (2020)
Hager Merdassi, Walid Barhoumi, Ezzeddine Zagrouba
A comprehensive overview of relevant methods of image cosegmentation. Expert Syst. Appl. 140 (2020)
Arafet Sbei, Khaoula ElBedoui, Walid Barhoumi, Chokri Maktouf
Gradient-based generation of intermediate images for heterogeneous tumor segmentation within hybrid PET/MRI scans. Comput. Biol. Medicine 119 (2020)
Haythem Ghazouani, Walid Barhoumi, Yosra Antit
A Genetic Programming Method for Scale-Invariant Texture Classification. EANN (2020)
Haythem Ghazouani, Walid Barhoumi
Genetic programming-based learning of texture classification descriptors from Local Edge Signature. Expert Syst. Appl. 161 (2020)
Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi, Chokri Maktouf
Unsupervised Method Based on Superpixel Segmentation for Corpus Callosum Parcellation in MRI Scans. ICOST (2020)
Amal Chouchene, Walid Barhoumi
Retinal blood vessel segmentation in fundus images based on morphological operators within entropy information. ICMV (2020)
Marwa Abderrahim, Abir Baâzaoui, Walid Barhoumi
Comparative Study of Relevant Methods for MRI/X Brain Image Registration. ICOST (2020)
Hager Merdassi, Walid Barhoumi, Ezzeddine Zagrouba
Optimisation of linear dependence energy for object co-segmentation in a set of images with heterogeneous contents. IET Image Process. 14 (1) (2020)
Amani Elaoud, Walid Barhoumi, Ezzeddine Zagrouba, Brahim Agrebi
Skeleton-based comparison of throwing motion for handball players. J. Ambient Intell. Humaniz. Comput. 11 (1) (2020)
Amira Jouirou, Abir Baâzaoui, Walid Barhoumi
Multi-view information fusion in mammograms: A comprehensive overview. Inf. Fusion 52 (2019)
Amira Soudani, Walid Barhoumi
An image-based segmentation recommender using crowdsourcing and transfer learning for skin lesion extraction. Expert Syst. Appl. 118 (2019)
Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi, Chokri Maktouf
Unsupervised Method based on Probabilistic Neural Network for the Segmentation of Corpus Callosum in MRI Scans. VISIGRAPP (4: VISAPP) (2019)
Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba
Modeling Trajectories for 3D Motion Analysis. VISIGRAPP (Revised Selected Papers) (2019)
Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba
Weighted Linear Combination of Distances within Two Manifolds for 3D Human Action Recognition. VISIGRAPP (5: VISAPP) (2019)
Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi
Sparse coding-based representation of LBP difference for 3D/4D facial expression recognition. Multim. Tools Appl. 78 (16) (2019)
Abir Baâzaoui, Walid Barhoumi, Amr Ahmed, Ezzeddine Zagrouba
Modeling clinician medical-knowledge in terms of med-level features for semantic content-based mammogram retrieval. Expert Syst. Appl. 94 (2018)
Mohammed Chafik Bakkay, Walid Barhoumi, Ezzeddine Zagrouba
Seuillage par hystérésis pour le test de photo-consistance des voxels dans le cadre de la reconstruction 3D. CoRR (2018)
Imen Ben Rejeb, Sonia Ouni, Walid Barhoumi, Ezzeddine Zagrouba
Fuzzy VA-Files for multi-label image annotation based on visual content of regions. Signal Image Video Process. 12 (5) (2018)
Sami Dhahbi, Walid Barhoumi, Jaroslaw Kurek, Bartosz Swiderski, Michal Kruk, Ezzeddine Zagrouba
False-positive reduction in computer-aided mass detection using mammographic texture analysis and classification. Comput. Methods Programs Biomed. 160 (2018)
Bartosz Swiderski, Stanislaw Osowski, Jaroslaw Kurek, Michal Kruk, Iwona Lugowska, Piotr Rutkowski, Walid Barhoumi
Novel methods of image description and ensemble of classifiers in application to mammogram analysis. Expert Syst. Appl. 81 (2017)
Majed Bouchahma, Walid Barhoumi, Wanglin Yan, Hamood Al Wardi
Optical-Flow-Based Approach for the Detection of Shoreline Changes Using Remote Sensing Data. AICCSA (2017)
Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba
Analysis of Skeletal Shape Trajectories for Person Re-Identification. ACIVS (2017)
Abir Baâzaoui, Walid Barhoumi, Ezzeddine Zagrouba
Towards semantic visual features for malignancy description within medical images. ICCP (2017)
Arafet Sbei, Khaoula ElBedoui, Walid Barhoumi, Philippe Maksud, Chokri Maktouf
Hybrid PET/MRI co-segmentation based on joint fuzzy connectedness and graph cut. Comput. Methods Programs Biomed. 149 (2017)
Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi
Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern. ACIVS (2017)
Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba
Content-Based Mammogram Retrieval Using Mixed Kernel PCA and Curvelet Transform. ACIVS (2016)
Abir Baâzaoui, Mouna Berrabah, Walid Barhoumi, Ezzeddine Zagrouba
Multimodal Registration of PET/MR Brain Images Based on Adaptive Mutual Information. ACIVS (2016)
Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba
Multi-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass Characterization. IDA (2016)
Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Walid Barhoumi
Aggregation of classifiers ensemble using local discriminatory power and quantiles. Expert Syst. Appl. 46 (2016)
Amira Jouirou, Abir Baâzaoui, Walid Barhoumi, Ezzeddine Zagrouba
Curvelet-based locality sensitive hashing for mammogram retrieval in large-scale datasets. AICCSA (2015)
Walid Barhoumi
Detection of highly articulated moving objects by using co-segmentation with application to athletic video sequences. Signal Image Video Process. 9 (7) (2015)
Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba
Breast cancer diagnosis in digitized mammograms using curvelet moments. Comput. Biol. Medicine 64 (2015)
Abir Gallas, Walid Barhoumi, Ezzeddine Zagrouba
High-Dimensional Image Data Sets Retrieval: Improving Accuracy Using a Weighted Relevance Feedback. Int. J. Semantic Comput. 9 (2) (2015)
Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba
Multi-view score fusion for content-based mammogram retrieval. ICMV (2015)
Abir Gallas, Walid Barhoumi, Neila Kacem, Ezzeddine Zagrouba
Locality-sensitive hashing for region-based large-scale image indexing. IET Image Process. 9 (9) (2015)
Abir Gallas, Walid Barhoumi, Ezzeddine Zagrouba
Negative Relevance Feedback for Improving Retrieval in Large-Scale Image Collections. ISM (2014)
Walid Barhoumi, Mohammed Chafik Bakkay, Ezzeddine Zagrouba
An online approach for multi-sprite generation based on camera parameters estimation. Signal Image Video Process. 7 (5) (2013)
Walid Barhoumi, Mohammed Chafik Bakkay, Ezzeddine Zagrouba
Automated photo-consistency test for voxel colouring based on fuzzy adaptive hysteresis thresholding. IET Image Process. 7 (8) (2013)
Abir Gallas, Walid Barhoumi, Ezzeddine Zagrouba
Image retrieval based on wavelet sub-bands and fuzzy weighted regions. ICCIT (2012)
Abir Gallas, Walid Barhoumi, Ezzeddine Zagrouba
Bouclage de pertinence négatif pour la recherche des images à base de descripteurs de sous-bandes d'ondelettes. Traitement du Signal 29 (1-2) (2012)
Slim Amri, Walid Barhoumi, Ezzeddine Zagrouba
A robust framework for joint background/foreground segmentation of complex video scenes filmed with freely moving camera. Multim. Tools Appl. 46 (2-3) (2010)
Walid Barhoumi, Abir Gallas, Ezzeddine Zagrouba
Effective Region-based Relevance Feedback for Interactive Content-based Image Retrieval. KES IIMSS (2009)
Ezzeddine Zagrouba, Walid Barhoumi, Slim Amri
An efficient image-mosaicing method based on multifeature matching. Mach. Vis. Appl. 20 (3) (2009)
Walid Barhoumi, Ezzeddine Zagrouba
Towards a standard approach for medical images segmentation. AICCSA (2005)
Ezzeddine Zagrouba, Walid Barhoumi
An Accelerated System for Melanoma Diagnosis Based on Subset Feature Selection. J. Comput. Inf. Technol. 13 (1) (2005)