Walid Barhoumi
Orcid: 0000-0003-2123-4992
According to our database1,
Walid Barhoumi
authored at least 82 papers
between 2005 and 2024.
Collaborative distances:
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Bibliography
2024
J. Supercomput., April, 2024
Facial Emotion Recognition in-the-Wild Using Deep Neural Networks: A Comprehensive Review.
SN Comput. Sci., January, 2024
2023
Multichannel convolutional neural network for human emotion recognition from in-the-wild facial expressions.
Vis. Comput., November, 2023
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., October, 2023
Subject-dependent selection of geometrical features for spontaneous emotion recognition.
Multim. Tools Appl., 2023
ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
YCbCr Color Space as an Effective Solution to the Problem of Low Emotion Recognition Rate of Facial Expressions In-The-Wild.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Dealing with Unbalanced Data in Leaf Disease Detection: A Comparative Study of Hierarchical Classification, Clustering-based Undersampling and Reweighting-based Approaches.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023
Glioma Tumor's Detection and Classification Using Joint YOLOv7 and Active Contour Model.
Proceedings of the IEEE Symposium on Computers and Communications, 2023
Proceedings of the 10th International Conference on Internet of Things: Systems, 2023
ACCP-MC-U-Net: Automatic Corpus Callosum Parcellation from brain MRI scans using MultiClass U-Net.
Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023
Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection through Model Analysis and Feature Importance.
Proceedings of the International Conference on Innovations in Intelligent Systems and Applications, 2023
Enhancing Change Detection in Spectral Images: Integration of UNet and ResNet Classifiers.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023
An Accurate Random Forest-Based Action Recognition Technique Using only Velocity and Landmarks' Distances.
Proceedings of the Advances in Information Systems, Artificial Intelligence and Knowledge Management, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023 Workshops, 2023
Segmented Glioma Classification Using Radiomics-Based Machine Learning: A Comparative Analysis of Feature Selection Techniques.
Proceedings of the Agents and Artificial Intelligence - 15th International Conference, 2023
Brain Tumor Segmentation of Lower-Grade Glioma Across MRI Images Using Hybrid Convolutional Neural Networks.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023
Multi-View-Based Apple Maturity Classification Using Similarity Network Fusion Versus Classical Machine Learning Classifiers.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
2022
Adaptive feature selection in PET scans based on shared information and multi-label learning.
Vis. Comput., 2022
Genetic programming-based fusion of HOG and LBP features for fully automated texture classification.
Vis. Comput., 2022
Automated Late Fusion of Low Level Descriptors for Feature Extraction and Texture Classification Using Data Augmentation.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022
2021
Multi-view content-based mammogram retrieval using dynamic similarity and locality sensitive hashing.
Pattern Recognit., 2021
Person Re-Identification from different views based on dynamic linear combination of distances.
Multim. Tools Appl., 2021
Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints.
Evol. Syst., 2021
Towards non-data-hungry and fully-automated diagnosis of breast cancer from mammographic images.
Comput. Biol. Medicine, 2021
Skin lesion image retrieval using transfer learning-based approach for query-driven distance recommendation.
Comput. Biol. Medicine, 2021
Shared Information-Based Late Fusion for Four Mammogram Views Retrieval using Data-driven Distance Selection.
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021
Change detection in optical remote sensing images using shearlet transform and convolutional neural networks.
Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021
Towards a deep neural method based on freezing layers for in-the-wild facial emotion recognition.
Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021
A comparative study on the importance of each face part in facial gender recognition via convolutional neural networks.
Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021
2020
J. Ambient Intell. Humaniz. Comput., 2020
Optimisation of linear dependence energy for object co-segmentation in a set of images with heterogeneous contents.
IET Image Process., 2020
Expert Syst. Appl., 2020
Genetic programming-based learning of texture classification descriptors from Local Edge Signature.
Expert Syst. Appl., 2020
Gradient-based generation of intermediate images for heterogeneous tumor segmentation within hybrid PET/MRI scans.
Comput. Biol. Medicine, 2020
Dynamic distance learning for joint assessment of visual and semantic similarities within the framework of medical image retrieval.
Comput. Biol. Medicine, 2020
Unsupervised Method Based on Superpixel Segmentation for Corpus Callosum Parcellation in MRI Scans.
Proceedings of the Impact of Digital Technologies on Public Health in Developed and Developing Countries, 2020
Proceedings of the Impact of Digital Technologies on Public Health in Developed and Developing Countries, 2020
Retinal blood vessel segmentation in fundus images based on morphological operators within entropy information.
Proceedings of the Thirteenth International Conference on Machine Vision, 2020
Driver Drowsiness Detection Based on Joint Monitoring of Yawning, Blinking and Nodding.
Proceedings of the 16th IEEE International Conference on Intelligent Computer Communication and Processing, 2020
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
2019
Sparse coding-based representation of LBP difference for 3D/4D facial expression recognition.
Multim. Tools Appl., 2019
Inf. Fusion, 2019
An image-based segmentation recommender using crowdsourcing and transfer learning for skin lesion extraction.
Expert Syst. Appl., 2019
Unsupervised Method based on Probabilistic Neural Network for the Segmentation of Corpus Callosum in MRI Scans.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Weighted Linear Combination of Distances within Two Manifolds for 3D Human Action Recognition.
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2019
2018
Signal Image Video Process., 2018
Modeling clinician medical-knowledge in terms of med-level features for semantic content-based mammogram retrieval.
Expert Syst. Appl., 2018
Seuillage par hystérésis pour le test de photo-consistance des voxels dans le cadre de la reconstruction 3D.
CoRR, 2018
False-positive reduction in computer-aided mass detection using mammographic texture analysis and classification.
Comput. Methods Programs Biomed., 2018
2017
Novel methods of image description and ensemble of classifiers in application to mammogram analysis.
Expert Syst. Appl., 2017
Comput. Methods Programs Biomed., 2017
Proceedings of the 13th IEEE International Conference on Intelligent Computer Communication and Processing, 2017
Optical-Flow-Based Approach for the Detection of Shoreline Changes Using Remote Sensing Data.
Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017
Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017
2016
Expert Syst. Appl., 2016
Multi-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass Characterization.
Proceedings of the Advances in Intelligent Data Analysis XV - 15th International Symposium, 2016
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016
2015
Detection of highly articulated moving objects by using co-segmentation with application to athletic video sequences.
Signal Image Video Process., 2015
High-Dimensional Image Data Sets Retrieval: Improving Accuracy Using a Weighted Relevance Feedback.
Int. J. Semantic Comput., 2015
IET Image Process., 2015
Comput. Biol. Medicine, 2015
Proceedings of the Eighth International Conference on Machine Vision, 2015
Curvelet-based locality sensitive hashing for mammogram retrieval in large-scale datasets.
Proceedings of the 12th IEEE/ACS International Conference of Computer Systems and Applications, 2015
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).
, 2015
2014
Negative Relevance Feedback for Improving Retrieval in Large-Scale Image Collections.
Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014
2013
An online approach for multi-sprite generation based on camera parameters estimation.
Signal Image Video Process., 2013
Automated photo-consistency test for voxel colouring based on fuzzy adaptive hysteresis thresholding.
IET Image Process., 2013
2012
Bouclage de pertinence négatif pour la recherche des images à base de descripteurs de sous-bandes d'ondelettes.
Traitement du Signal, 2012
Proceedings of the International Conference on Communications and Information Technology, 2012
2010
A robust framework for joint background/foreground segmentation of complex video scenes filmed with freely moving camera.
Multim. Tools Appl., 2010
2009
Mach. Vis. Appl., 2009
Effective Region-based Relevance Feedback for Interactive Content-based Image Retrieval.
Proceedings of the New Directions in Intelligent Interactive Multimedia Systems and Services, 2009
2006
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).
PhD thesis, 2006
2005
J. Comput. Inf. Technol., 2005
Proceedings of the 2005 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2005), 2005