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2020 – today
- 2024
[j46]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: 106761 (2024)- [j45]Afifa Khelifa, Haythem Ghazouani, Walid Barhoumi:
A multi-task meta-learner-based ensemble for robust facial expression recognition in-the-wild. Evol. Intell. 17(5): 4007-4027 (2024) - [j44]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): 1817-1843 (2024) - [j43]Hager Merdassi, Walid Barhoumi, Ezzeddine Zagrouba:
Unsupervised Object Cosegmentation Method Devoted to Image Classification. Int. J. Pattern Recognit. Artif. Intell. 38(11): 2450014:1-2450014:28 (2024) - [j42]Amani Elaoud, Haythem Ghazouani, Walid Barhoumi:
XYZ-channel encoding and augmentation of human joint skeleton coordinates for end-to-end action recognition. Signal Image Video Process. 18(11): 7857-7871 (2024) - [j41]Emna Brahim, Emna Amri, Walid Barhoumi, Sonia Bouzidi:
Fusion of UNet and ResNet decisions for change detection using low and high spectral resolution images. Signal Image Video Process. 18(S1): S695-S702 (2024) - [j40]Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi:
Facial Emotion Recognition in-the-Wild Using Deep Neural Networks: A Comprehensive Review. SN Comput. Sci. 5(1): 96 (2024) - [j39]Ones Sidhom, Haythem Ghazouani, Walid Barhoumi:
Three-phases hybrid feature selection for facial expression recognition. J. Supercomput. 80(6): 8094-8128 (2024) - [j38]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): 15690-15724 (2024) - [j37]Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi:
Data Augmentation for Genetic Programming-Driven Late Merging of HOG and Uniform LBP Features for Texture Classification. Vietnam. J. Comput. Sci. 11(2): 211-239 (2024) - [c43]Arafet Sbei, Khaoula ElBedoui, Walid Barhoumi:
Synergistic Text Annotation Based on Rule-Based Expressions and DistilBERT. ACIIDS (2) 2024: 408-422 - [c42]Amani Elaoud, Achraf Khazri, Walid Barhoumi:
An Explainable Method for Cost-Efficient Multi-View Fall Detection. ISORC 2024: 1-10 - 2023
- [j36]Ones Sidhom, Haythem Ghazouani, Walid Barhoumi:
Subject-dependent selection of geometrical features for spontaneous emotion recognition. Multim. Tools Appl. 82(2): 2635-2661 (2023) - [j35]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): 3525-3533 (2023) - [j34]Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi:
Multichannel convolutional neural network for human emotion recognition from in-the-wild facial expressions. Vis. Comput. 39(11): 5693-5718 (2023) - [c41]Ezzeddine Chakroun, Haythem Ghazouani, Walid Barhoumi, Ezzeddine Zagrouba, Gwanggil Jeon:
Hierarchical Convolutional Neural Networks for Leaf Disease Detection. FUZZ 2023: 1-6 - [c40]Amani Elaoud, Walid Barhoumi, Ezzeddine Zagrouba:
Multi-View-Based Apple Maturity Classification Using Similarity Network Fusion Versus Classical Machine Learning Classifiers. FUZZ 2023: 1-6 - [c39]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: 425-447 - [c38]Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi:
Brain Tumor Segmentation of Lower-Grade Glioma Across MRI Images Using Hybrid Convolutional Neural Networks. ICAART (2) 2023: 454-465 - [c37]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: 242-254 - [c36]Hajer Maaoui, Amani Elaoud, Walid Barhoumi:
An Accurate Random Forest-Based Action Recognition Technique Using only Velocity and Landmarks' Distances. ICIKS 2023: 129-144 - [c35]Emna Brahim, Emna Amri, Walid Barhoumi:
Enhancing Change Detection in Spectral Images: Integration of UNet and ResNet Classifiers. ICTAI 2023: 513-517 - [c34]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: 1-4 - [c33]Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi:
ACCP-MC-U-Net: Automatic Corpus Callosum Parcellation from brain MRI scans using MultiClass U-Net. INISTA 2023: 1-6 - [c32]Zahra Yousef, Hamza Gharsellaoui, Walid Barhoumi:
Four-layer Architecture for IoT Security in Fog Network. IOTSMS 2023: 59-65 - [c31]Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi:
Glioma Tumor's Detection and Classification Using Joint YOLOv7 and Active Contour Model. ISCC 2023: 1-5 - [c30]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: 4891-4900 - [c29]Emna Brahim, Sonia Bouzidi, Walid Barhoumi:
ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images. VISIGRAPP (4: VISAPP) 2023: 427-434 - [c28]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: 822-829 - 2022
- [j33]Hajer Guerdelli, Claudio Ferrari, Walid Barhoumi, Haythem Ghazouani, Stefano Berretti:
Macro- and Micro-Expressions Facial Datasets: A Survey. Sensors 22(4): 1524 (2022) - [j32]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): 257-277 (2022) - [j31]Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi:
Genetic programming-based fusion of HOG and LBP features for fully automated texture classification. Vis. Comput. 38(2): 457-476 (2022) - [c27]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: 147-162 - 2021
- [j30]Walid Barhoumi, Afifa Khelifa:
Skin lesion image retrieval using transfer learning-based approach for query-driven distance recommendation. Comput. Biol. Medicine 137: 104825 (2021) - [j29]Haythem Ghazouani, Walid Barhoumi:
Towards non-data-hungry and fully-automated diagnosis of breast cancer from mammographic images. Comput. Biol. Medicine 139: 105011 (2021) - [j28]Mohamed Hazgui, Haythem Ghazouani, Walid Barhoumi:
Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints. Evol. Syst. 12(3): 591-603 (2021) - [j27]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): 17685-17704 (2021) - [j26]Amira Jouirou, Abir Baâzaoui, Walid Barhoumi:
Multi-view content-based mammogram retrieval using dynamic similarity and locality sensitive hashing. Pattern Recognit. 112: 107786 (2021) - [c26]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: 1-8 - [c25]Hadjer Boughanem, Haythem Ghazouani, Walid Barhoumi:
Towards a deep neural method based on freezing layers for in-the-wild facial emotion recognition. AICCSA 2021: 1-8 - [c24]Emna Brahim, Sonia Bouzidi, Walid Barhoumi:
Change detection in optical remote sensing images using shearlet transform and convolutional neural networks. AICCSA 2021: 1-7 - [c23]Khouloud Ferchichi, Haythem Ghazouani, Walid Barhoumi:
Efficient Face Verification Under Makeup Changes Using Few Salient Regions. AICCSA 2021: 1-8 - [c22]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: 144-155 - 2020
- [j25]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: 103669 (2020) - [j24]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: 103833 (2020) - [j23]Hager Merdassi, Walid Barhoumi, Ezzeddine Zagrouba:
A comprehensive overview of relevant methods of image cosegmentation. Expert Syst. Appl. 140 (2020) - [j22]Haythem Ghazouani, Walid Barhoumi:
Genetic programming-based learning of texture classification descriptors from Local Edge Signature. Expert Syst. Appl. 161: 113667 (2020) - [j21]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): 201-210 (2020) - [j20]Amani Elaoud, Walid Barhoumi, Ezzeddine Zagrouba, Brahim Agrebi:
Skeleton-based comparison of throwing motion for handball players. J. Ambient Intell. Humaniz. Comput. 11(1): 419-431 (2020) - [c21]Haythem Ghazouani, Walid Barhoumi, Yosra Antit:
A Genetic Programming Method for Scale-Invariant Texture Classification. EANN 2020: 593-604 - [c20]Aicha Ghourabi, Haythem Ghazouani, Walid Barhoumi:
Driver Drowsiness Detection Based on Joint Monitoring of Yawning, Blinking and Nodding. ICCP 2020: 407-414 - [c19]Amal Chouchene, Walid Barhoumi:
Retinal blood vessel segmentation in fundus images based on morphological operators within entropy information. ICMV 2020: 116050Z - [c18]Amal Jlassi, Khaoula ElBedoui, Walid Barhoumi, Chokri Maktouf:
Unsupervised Method Based on Superpixel Segmentation for Corpus Callosum Parcellation in MRI Scans. ICOST 2020: 114-125 - [c17]Marwa Abderrahim, Abir Baâzaoui, Walid Barhoumi:
Comparative Study of Relevant Methods for MRI/X Brain Image Registration. ICOST 2020: 338-347
2010 – 2019
- 2019
- [j19]Amira Soudani, Walid Barhoumi:
An image-based segmentation recommender using crowdsourcing and transfer learning for skin lesion extraction. Expert Syst. Appl. 118: 400-410 (2019) - [j18]Amira Jouirou, Abir Baâzaoui, Walid Barhoumi:
Multi-view information fusion in mammograms: A comprehensive overview. Inf. Fusion 52: 308-321 (2019) - [j17]Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi:
Sparse coding-based representation of LBP difference for 3D/4D facial expression recognition. Multim. Tools Appl. 78(16): 22773-22796 (2019) - [c16]Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba:
Modeling Trajectories for 3D Motion Analysis. VISIGRAPP (Revised Selected Papers) 2019: 409-429 - [c15]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: 545-552 - [c14]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: 693-703 - 2018
- [j16]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: 75-83 (2018) - [j15]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: 11-20 (2018) - [j14]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): 877-884 (2018) - [i1]Mohamed 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 abs/1809.06070 (2018) - 2017
- [j13]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: 29-41 (2017) - [j12]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: 67-78 (2017) - [c13]Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi:
Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern. ACIVS 2017: 39-50 - [c12]Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba:
Analysis of Skeletal Shape Trajectories for Person Re-Identification. ACIVS 2017: 138-149 - [c11]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: 184-189 - [c10]Abir Baâzaoui, Walid Barhoumi, Ezzeddine Zagrouba:
Towards semantic visual features for malignancy description within medical images. ICCP 2017: 397-402 - 2016
- [j11]Bartosz Swiderski, Stanislaw Osowski, Michal Kruk, Walid Barhoumi:
Aggregation of classifiers ensemble using local discriminatory power and quantiles. Expert Syst. Appl. 46: 316-323 (2016) - [c9]Abir Baâzaoui, Mouna Berrabah, Walid Barhoumi, Ezzeddine Zagrouba:
Multimodal Registration of PET/MR Brain Images Based on Adaptive Mutual Information. ACIVS 2016: 361-372 - [c8]Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba:
Content-Based Mammogram Retrieval Using Mixed Kernel PCA and Curvelet Transform. ACIVS 2016: 582-590 - [c7]Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba:
Multi-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass Characterization. IDA 2016: 183-191 - 2015
- [b2]Walid Barhoumi:
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). Carthage University, Tunisia, 2015 - [j10]Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba:
Breast cancer diagnosis in digitized mammograms using curvelet moments. Comput. Biol. Medicine 64: 79-90 (2015) - [j9]Abir Gallas, Walid Barhoumi, Neila Kacem, Ezzeddine Zagrouba:
Locality-sensitive hashing for region-based large-scale image indexing. IET Image Process. 9(9): 804-810 (2015) - [j8]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): 239-260 (2015) - [j7]Walid Barhoumi:
Detection of highly articulated moving objects by using co-segmentation with application to athletic video sequences. Signal Image Video Process. 9(7): 1705-1715 (2015) - [c6]Amira Jouirou, Abir Baâzaoui, Walid Barhoumi, Ezzeddine Zagrouba:
Curvelet-based locality sensitive hashing for mammogram retrieval in large-scale datasets. AICCSA 2015: 1-8 - [c5]Sami Dhahbi, Walid Barhoumi, Ezzeddine Zagrouba:
Multi-view score fusion for content-based mammogram retrieval. ICMV 2015: 987515 - 2014
- [c4]Abir Gallas, Walid Barhoumi, Ezzeddine Zagrouba:
Negative Relevance Feedback for Improving Retrieval in Large-Scale Image Collections. ISM 2014: 1-8 - 2013
- [j6]Walid Barhoumi, Mohamed Chafik Bakkay, Ezzeddine Zagrouba:
Automated photo-consistency test for voxel colouring based on fuzzy adaptive hysteresis thresholding. IET Image Process. 7(8): 713-724 (2013) - [j5]Walid Barhoumi, Mohamed Chafik Bakkay, Ezzeddine Zagrouba:
An online approach for multi-sprite generation based on camera parameters estimation. Signal Image Video Process. 7(5): 843-853 (2013) - 2012
- [j4]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): 157-177 (2012) - [c3]Abir Gallas, Walid Barhoumi, Ezzeddine Zagrouba:
Image retrieval based on wavelet sub-bands and fuzzy weighted regions. ICCIT 2012: 33-37 - 2010
- [j3]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): 175-205 (2010)
2000 – 2009
- 2009
- [j2]Ezzeddine Zagrouba, Walid Barhoumi, Slim Amri:
An efficient image-mosaicing method based on multifeature matching. Mach. Vis. Appl. 20(3): 139-162 (2009) - [c2]Walid Barhoumi, Abir Gallas, Ezzeddine Zagrouba:
Effective Region-based Relevance Feedback for Interactive Content-based Image Retrieval. KES IIMSS 2009: 177-187 - 2006
- [b1]Walid Barhoumi:
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). University of Manouba, Tunisia, 2006 - 2005
- [j1]Ezzeddine Zagrouba, Walid Barhoumi:
An Accelerated System for Melanoma Diagnosis Based on Subset Feature Selection. J. Comput. Inf. Technol. 13(1): 69-82 (2005) - [c1]Walid Barhoumi, Ezzeddine Zagrouba:
Towards a standard approach for medical images segmentation. AICCSA 2005: 130
Coauthor Index
Zagrouba Ezzeddine
aka: Ezzeddine Zagrouba
aka: Ezzeddine Zagrouba
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last updated on 2024-10-30 20:32 CET by the dblp team
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