Walid Barhoumi

Orcid: 0000-0003-2123-4992

According to our database1, Walid Barhoumi authored at least 92 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
XYZ-channel encoding and augmentation of human joint skeleton coordinates for end-to-end action recognition.
Signal Image Video Process., November, 2024

3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes.
Evol. Syst., October, 2024

Unsupervised Object Cosegmentation Method Devoted to Image Classification.
Int. J. Pattern Recognit. Artif. Intell., September, 2024

Two-level content-based mammogram retrieval using the ACR BI-RADS assessment code and learning-driven distance selection.
J. Supercomput., July, 2024

Data Augmentation for Genetic Programming-Driven Late Merging of HOG and Uniform LBP Features for Texture Classification.
Vietnam. J. Comput. Sci., May, 2024

Three-phases hybrid feature selection for facial expression recognition.
J. Supercomput., April, 2024

Facial Emotion Recognition in-the-Wild Using Deep Neural Networks: A Comprehensive Review.
SN Comput. Sci., January, 2024

Fusion of UNet and ResNet decisions for change detection using low and high spectral resolution images.
Signal Image Video Process., 2024

A multi-task meta-learner-based ensemble for robust facial expression recognition in-the-wild.
Evol. Intell., 2024

Disagreement serves an explainable ensemble model based on Dempster-Shafer evidence-fusion for an improved skin lesion classification.
Biomed. Signal Process. Control., 2024

An Explainable Method for Cost-Efficient Multi-View Fall Detection.
Proceedings of the 27th IEEE International Symposium on Real-Time Distributed Computing, 2024

Synergistic Text Annotation Based on Rule-Based Expressions and DistilBERT.
Proceedings of the Intelligent Information and Database Systems - 16th Asian Conference, 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

Four-layer Architecture for IoT Security in Fog Network.
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

Towards a Better Understanding of Human Emotions: Challenges of Dataset Labeling.
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

Hierarchical Convolutional Neural Networks for Leaf Disease Detection.
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

Macro- and Micro-Expressions Facial Datasets: A Survey.
Sensors, 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

Efficient Face Verification Under Makeup Changes Using Few Salient Regions.
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
Skeleton-based comparison of throwing motion for handball players.
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

A comprehensive overview of relevant methods of image cosegmentation.
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

Comparative Study of Relevant Methods for MRI/X Brain Image Registration.
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

A Genetic Programming Method for Scale-Invariant Texture Classification.
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

Multi-view information fusion in mammograms: A comprehensive overview.
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

Modeling Trajectories for 3D Motion Analysis.
Proceedings of the Computer Vision, Imaging and Computer Graphics Theory and Applications, 2019

2018
Fuzzy VA-Files for multi-label image annotation based on visual content of regions.
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

Hybrid PET/MRI co-segmentation based on joint fuzzy connectedness and graph cut.
Comput. Methods Programs Biomed., 2017

Towards semantic visual features for malignancy description within medical images.
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

Analysis of Skeletal Shape Trajectories for Person Re-Identification.
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
Aggregation of classifiers ensemble using local discriminatory power and quantiles.
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

Content-Based Mammogram Retrieval Using Mixed Kernel PCA and Curvelet Transform.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016

Multimodal Registration of PET/MR Brain Images Based on Adaptive Mutual Information.
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

Locality-sensitive hashing for region-based large-scale image indexing.
IET Image Process., 2015

Breast cancer diagnosis in digitized mammograms using curvelet moments.
Comput. Biol. Medicine, 2015

Multi-view score fusion for content-based mammogram retrieval.
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

Image retrieval based on wavelet sub-bands and fuzzy weighted regions.
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
An efficient image-mosaicing method based on multifeature matching.
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
An Accelerated System for Melanoma Diagnosis Based on Subset Feature Selection.
J. Comput. Inf. Technol., 2005

Towards a standard approach for medical images segmentation.
Proceedings of the 2005 ACS / IEEE International Conference on Computer Systems and Applications (AICCSA 2005), 2005


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