All Stories

  1. Rank-aware LDL hybrid MetaFormer for Compound Facial Expression Recognition in-the-wild

    Article • Information Fusion, February 2026, Elsevier

    Dr Walid Barhoumi

  2. Improving skin lesion classification through saliency-guided loss functions

    Article • Computers in Biology and Medicine, June 2025, Elsevier

    Dr Walid Barhoumi

  3. Dynamic Modeling and Classification-Based Fall Risk Assessment in Elderly Populations

    Article • Multidisciplinary Biomechanics Journal, January 2025, Centre pour la Communication Scientifique Directe (CCSD)

    Dr Walid Barhoumi

  4. A Fog Network-based Approach for Security of IoT Applications

    Article • Procedia Computer Science, January 2025, Elsevier

    Dr Walid Barhoumi

  5. Assessing the Efficiency of Transformer Models with Varying Sizes for Text Classification: A Study of Rule-Based Annotation with DistilBERT and Other Transformers

    Article • Vietnam Journal of Computer Science, December 2024, World Scientific Pub Co Pte Lt

    Dr Walid Barhoumi

  6. Disagreement serves an explainable ensemble model based on Dempster–Shafer evidence-fusion for an improved skin lesion classification

    Article • Biomedical Signal Processing and Control, December 2024, Elsevier

    Dr Walid Barhoumi

  7. Intelligent Computing for Crop Monitoring in CIoT: Leveraging AI and Big Data Technologies

    Article • Expert Systems, November 2024, Wiley

    Dr Walid Barhoumi

  8. Potato Leaf Disease Classification Using Transfer Learning and Reweighting-Based Training with Imbalanced Data

    Article • SN Computer Science, October 2024, Springer Science + Business Media

    Dr Walid Barhoumi

  9. Label distribution learning for compound facial expression recognition in‐the‐wild: A comparative study

    Article • Expert Systems, September 2024, Wiley

    Dr Walid Barhoumi

  10. Unsupervised Object Cosegmentation Method Devoted to Image Classification

    Article • International Journal of Pattern Recognition and Artificial Intelligence, August 2024, World Scientific Pub Co Pte Lt

    Dr Walid Barhoumi

  11. A multi-task meta-learner-based ensemble for robust facial expression recognition in-the-wild

    Article • Evolutionary Intelligence, August 2024, Springer Science + Business Media

    Dr Walid Barhoumi

  12. XYZ-channel encoding and augmentation of human joint skeleton coordinates for end-to-end action recognition

    Article • Signal Image and Video Processing, August 2024, Springer Science + Business Media

    Dr Walid Barhoumi

  13. A New Encryption-Based Algorithm for Embedded Image Steganography

    Article • International Journal of Sociotechnology and Knowledge Development, July 2024, IGI Global

    Dr Walid Barhoumi

  14. An Explainable Method for Cost-Efficient Multi-View Fall Detection

    Article • May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  15. 3DCC-MPNN: automated 3D reconstruction of corpus callosum based on modified PNN and marching cubes

    Article • Evolving Systems, May 2024, Springer Science + Business Media

    Dr Walid Barhoumi

  16. Parallel Hierarchical Multi-View Feature Fusion Based on Canonical Correlation Analysis for Mammogram Retrieval

    Article • Vietnam Journal of Computer Science, May 2024, World Scientific Pub Co Pte Lt

    Dr Walid Barhoumi

  17. Fusion of UNet and ResNet decisions for change detection using low and high spectral resolution images

    Article • Signal Image and Video Processing, April 2024, Springer Science + Business Media

    Dr Walid Barhoumi

  18. Two-level content-based mammogram retrieval using the ACR BI-RADS assessment code and learning-driven distance selection

    Article • The Journal of Supercomputing, April 2024, Springer Science + Business Media

    Dr Walid Barhoumi

  19. An Accurate Random Forest-Based Action Recognition Technique Using only Velocity and Landmarks’ Distances

    Article • January 2024, Springer Science + Business Media

    Dr Walid Barhoumi

  20. Segmented Glioma Classification Using Radiomics-Based Machine Learning: A Comparative Analysis of Feature Selection Techniques

    Article • January 2024, Springer Science + Business Media

    Dr Walid Barhoumi

  21. Synergistic Text Annotation Based on Rule-Based Expressions and DistilBERT

    Article • January 2024, Springer Science + Business Media

    Dr Walid Barhoumi

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

    Article • January 2024, Springer Science + Business Media

    Dr Walid Barhoumi

  23. Data Augmentation for Genetic Programming-Driven Late Merging of HOG and Uniform LBP Features for Texture Classification

    Article • Vietnam Journal of Computer Science, December 2023, World Scientific Pub Co Pte Lt

    Dr Walid Barhoumi

  24. Facial Emotion Recognition in-the-Wild Using Deep Neural Networks: A Comprehensive Review

    Article • SN Computer Science, December 2023, Springer Science + Business Media

    Dr Walid Barhoumi

  25. Three-phases hybrid feature selection for facial expression recognition

    Article • The Journal of Supercomputing, November 2023, Springer Science + Business Media

    Dr Walid Barhoumi

  26. Enhancing Change Detection in Spectral Images: Integration of UNet and ResNet Classifiers

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  27. Four-layer Architecture for IoT Security in Fog Network

    Article • October 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  28. ACCP-MC-U-Net: Automatic Corpus Callosum Parcellation from brain MRI scans using MultiClass U-Net

    Article • September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  29. Unraveling the Black Box: Interpreting CNNs for Leaf Disease Detection through Model Analysis and Feature Importance

    Article • September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  30. Hierarchical Convolutional Neural Networks for Leaf Disease Detection

    Article • August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  31. Multi-View-Based Apple Maturity Classification Using Similarity Network Fusion Versus Classical Machine Learning Classifiers

    Article • August 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  32. Glioma Tumor's Detection and Classification Using Joint YOLOv7 and Active Contour Model

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  33. A skin lesion classification method based on expanding the surrounding lesion-shaped border for an end-to-end Inception-ResNet-v2 classifier

    Article • Signal Image and Video Processing, May 2023, Springer Science + Business Media

    Dr Walid Barhoumi

  34. Brain Tumor Segmentation of Lower-Grade Glioma Across MRI Images Using Hybrid Convolutional Neural Networks

    Article • January 2023, Scitepress

    Dr Walid Barhoumi

  35. Dealing with Unbalanced Data in Leaf Disease Detection: A Comparative Study of Hierarchical Classification, Clustering-based Undersampling and Reweighting-based Approaches

    Article • Procedia Computer Science, January 2023, Elsevier

    Dr Walid Barhoumi

  36. ResNet Classifier Using Shearlet-Based Features for Detecting Change in Satellite Images

    Article • January 2023, Scitepress

    Dr Walid Barhoumi

  37. Multichannel convolutional neural network for human emotion recognition from in-the-wild facial expressions

    Article • The Visual Computer, October 2022, Springer Science + Business Media

    Dr Walid Barhoumi

  38. Breast Cancer Diagnosis With Mammography

    Article • July 2022, IGI Global

    Dr Walid Barhoumi

  39. Subject-dependent selection of geometrical features for spontaneous emotion recognition

    Article • Multimedia Tools and Applications, July 2022, Springer Science + Business Media

    Dr Walid Barhoumi

  40. Augmented Reality-Based Framework Supporting Visual Inspection for Automotive Industry

    Article • Applied System Innovation, May 2022, MDPI AG

    Dr Walid Barhoumi

  41. Macro- and Micro-Expressions Facial Datasets: A Survey

    Article • Sensors, February 2022, MDPI AG

    Dr Walid Barhoumi

  42. Automated Late Fusion of Low Level Descriptors for Feature Extraction and Texture Classification Using Data Augmentation

    Article • January 2022, Springer Science + Business Media

    Dr Walid Barhoumi

  43. Towards non-data-hungry and fully-automated diagnosis of breast cancer from mammographic images

    Article • Computers in Biology and Medicine, December 2021, Elsevier

    Dr Walid Barhoumi

  44. A comparative study on the importance of each face part in facial gender recognition via convolutional neural networks

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  45. Change detection in optical remote sensing images using shearlet transform and convolutional neural networks

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  46. Efficient Face Verification Under Makeup Changes Using Few Salient Regions

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  47. Towards a deep neural method based on freezing layers for in-the-wild facial emotion recognition

    Article • November 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  48. Skin lesion image retrieval using transfer learning-based approach for query-driven distance recommendation

    Article • Computers in Biology and Medicine, October 2021, Elsevier

    Dr Walid Barhoumi

  49. Evolutionary-based generation of rotation and scale invariant texture descriptors from SIFT keypoints

    Article • Evolving Systems, May 2021, Springer Science + Business Media

    Dr Walid Barhoumi

  50. Multi-view content-based mammogram retrieval using dynamic similarity and locality sensitive hashing

    Article • Pattern Recognition, April 2021, Elsevier

    Dr Walid Barhoumi

  51. Person Re-Identification from different views based on dynamic linear combination of distances

    Article • Multimedia Tools and Applications, February 2021, Springer Science + Business Media

    Dr Walid Barhoumi

  52. Genetic programming-based fusion of HOG and LBP features for fully automated texture classification

    Article • The Visual Computer, January 2021, Springer Science + Business Media

    Dr Walid Barhoumi

  53. Retinal blood vessel segmentation in fundus images based on morphological operators within entropy information

    Article • January 2021, SPIE

    Dr Walid Barhoumi

  54. Adaptive feature selection in PET scans based on shared information and multi-label learning

    Article • The Visual Computer, January 2021, Springer Science + Business Media

    Dr Walid Barhoumi

  55. Breast Cancer Diagnosis With Mammography

    Article • January 2021, IGI Global

    Dr Walid Barhoumi

  56. Shared Information-Based Late Fusion for Four Mammogram Views Retrieval using Data-driven Distance Selection

    Article • January 2021, Scitepress

    Dr Walid Barhoumi

  57. Genetic programming-based learning of texture classification descriptors from Local Edge Signature

    Article • Expert Systems with Applications, December 2020, Elsevier

    Dr Walid Barhoumi

  58. Driver Drowsiness Detection Based on Joint Monitoring of Yawning, Blinking and Nodding

    Article • September 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  59. Dynamic distance learning for joint assessment of visual and semantic similarities within the framework of medical image retrieval

    Article • Computers in Biology and Medicine, July 2020, Elsevier

    Dr Walid Barhoumi

  60. Gradient-based generation of intermediate images for heterogeneous tumor segmentation within hybrid PET/MRI scans

    Article • Computers in Biology and Medicine, April 2020, Elsevier

    Dr Walid Barhoumi

  61. A comprehensive overview of relevant methods of image cosegmentation

    Article • Expert Systems with Applications, February 2020, Elsevier

    Dr Walid Barhoumi

  62. A Genetic Programming Method for Scale-Invariant Texture Classification

    Article • January 2020, Springer Science + Business Media

    Dr Walid Barhoumi

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

    Article • January 2020, Springer Science + Business Media

    Dr Walid Barhoumi

  64. Modeling Trajectories for 3D Motion Analysis

    Article • January 2020, Springer Science + Business Media

    Dr Walid Barhoumi

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

    Article • Information Fusion, December 2019, Elsevier

    Dr Walid Barhoumi

  66. OPTIMIZATION OF LINEAR DEPENDANCE ENERGY FOR OBJECT CO-SEGMENTATION IN A SET OF IMAGES WITH HETEROGENEOUS CONTENTS

    Article • IET Image Processing, October 2019, the Institution of Engineering and Technology (the IET)

    Dr Walid Barhoumi, Merdassi Hager

  67. Skeleton-based comparison of throwing motion for handball players

    Article • Journal of Ambient Intelligence and Humanized Computing, May 2019, Springer Science + Business Media

    Dr Walid Barhoumi

  68. Sparse coding-based representation of LBP difference for 3D/4D facial expression recognition

    Article • Multimedia Tools and Applications, April 2019, Springer Science + Business Media

    Dr Walid Barhoumi

  69. An image-based segmentation recommender using crowdsourcing and transfer learning for skin lesion extraction

    Article • Expert Systems with Applications, March 2019, Elsevier

    Dr Walid Barhoumi

  70. Unsupervised Method based on Probabilistic Neural Network for the Segmentation of Corpus Callosum in MRI Scans

    Article • January 2019, Scitepress

    Dr Walid Barhoumi

  71. Unsupervised Method based on Probabilistic Neural Network for the Segmentation of Corpus Callosum in MRI Scans

    Article • January 2019, Scitepress

    Dr Walid Barhoumi

  72. Weighted Linear Combination of Distances within Two Manifolds for 3D Human Action Recognition

    Article • January 2019, Scitepress

    Dr Walid Barhoumi

  73. Deep learning versus classical neural approach to mammogram recognition

    Article • Bulletin of the Polish Academy of Sciences Technical Sciences, December 2018, Polish Academy of Sciences Chancellery

    Dr Walid Barhoumi

  74. Modeling clinician medical-knowledge in terms of med-level features for semantic content-based mammogram retrieval

    Article • Expert Systems with Applications, March 2018, Elsevier

    Dr Walid Barhoumi

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

    Article • Signal Image and Video Processing, January 2018, Springer Science + Business Media

    Dr Walid Barhoumi

  76. Optical-Flow-Based Approach for the Detection of Shoreline Changes Using Remote Sensing Data

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  77. Towards semantic visual features for malignancy description within medical images

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  78. Semi-Automated Segmentation of Single and Multiple Tumors in Liver CT Images Using Entropy-Based Fuzzy Region Growing

    Article • IRBM, April 2017, Elsevier

    Dr Walid Barhoumi

  79. Analysis of Skeletal Shape Trajectories for Person Re-Identification

    Article • January 2017, Springer Science + Business Media

    Dr Walid Barhoumi

  80. Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern

    Article • January 2017, Springer Science + Business Media

    Dr Walid Barhoumi

  81. Aggregation of classifiers ensemble using local discriminatory power and quantiles

    Article • Expert Systems with Applications, March 2016, Elsevier

    Dr Walid Barhoumi

  82. A Survey of PET Image Segmentation: Applications in Oncology, Cardiology and Neurology

    Article • Current Medical Imaging Formerly Current Medical Imaging Reviews, January 2016, Bentham Science Publishers

    Dr Walid Barhoumi, Rostom Mabrouk

  83. Content-Based Mammogram Retrieval Using Mixed Kernel PCA and Curvelet Transform

    Article • January 2016, Springer Science + Business Media

    Dr Walid Barhoumi

  84. Multi-scale Kernel PCA and Its Application to Curvelet-Based Feature Extraction for Mammographic Mass Characterization

    Article • January 2016, Springer Science + Business Media

    Dr Walid Barhoumi

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

    Article • January 2016, Springer Science + Business Media

    Dr Walid Barhoumi

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

    Article • December 2015, SPIE

    Dr Walid Barhoumi

  87. Curvelet-based locality sensitive hashing for mammogram retrieval in large-scale datasets

    Article • November 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  88. Chaos theory-based quantification of ROIs for mammogram classification

    Article • October 2015, Taylor & Francis

    Dr Walid Barhoumi

  89. image retrieval in large datasets

    Article • IET Image Processing, September 2015, the Institution of Engineering and Technology (the IET)

    Dr Walid Barhoumi

  90. Breast cancer diagnosis in digitized mammograms using curvelet moments

    Article • Computers in Biology and Medicine, September 2015, Elsevier

    Dr Walid Barhoumi

  91. High-Dimensional Image Data Sets Retrieval: Improving Accuracy Using a Weighted Relevance Feedback

    Article • International Journal of Semantic Computing, June 2015, World Scientific Pub Co Pte Lt

    Dr Walid Barhoumi

  92. Integration of a Fuzzy Spatial Constraint into Active Shape Models for ROI Detection in Medical Images

    Article • Current Medical Imaging Formerly Current Medical Imaging Reviews, April 2015, Bentham Science Publishers

    Dr Walid Barhoumi

  93. Negative Relevance Feedback for Improving Retrieval in Large-Scale Image Collections

    Article • December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  94. Semi-supervised image classification in large datasets by using random forest and fuzzy quantification of the salient object

    Article • November 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  95. Pigment network detection in dermatoscopic images for melanoma diagnosis

    Article • IRBM, June 2014, Elsevier

    Dr Walid Barhoumi

  96. Detection of highly articulated moving objects by using co-segmentation with application to athletic video sequences

    Article • Signal Image and Video Processing, March 2014, Springer Science + Business Media

    Dr Walid Barhoumi

  97. Automated photo-consistency test for voxel colouring based on fuzzy adaptive hysteresis thresholding

    Article • IET Image Processing, November 2013, the Institution of Engineering and Technology (the IET)

    Dr Walid Barhoumi

  98. On-the-fly Extraction of Key Frames for Efficient Video Summarization

    Article • AASRI Procedia, January 2013, Elsevier

    Dr Walid Barhoumi

  99. Image retrieval by comparison between complete oriented graphs of fuzzy regions

    Article • August 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  100. Image retrieval based on wavelet sub-bands and fuzzy weighted regions

    Article • June 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  101. Bouclage de pertinence négatif pour la recherche des images à base de descripteurs de sous-bandes d’ondelettes

    Article • Traitement du signal, April 2012, International Information and Engineering Technology Association

    Dr Walid Barhoumi

  102. Color Images Co-segmentation Based on Fuzzy Local-Entropy Classification

    Article • January 2012, Springer Science + Business Media

    Dr Walid Barhoumi

  103. An online approach for multi-sprite generation based on camera parameters estimation

    Article • Signal Image and Video Processing, November 2011, Springer Science + Business Media

    Dr Walid Barhoumi

  104. SEMIAUTOMATIC DETECTION OF TUMORAL ZONE

    Article • Image Analysis & Stereology, May 2011, Slovenian Society for Stereology and Quantitative Image Analysis

    Dr Walid Barhoumi

  105. Detection and matching of multiple occluded moving people for human tracking in colour video sequences

    Article • International Journal of Signal and Imaging Systems Engineering, January 2011, Inderscience Publishers

    Dr Walid Barhoumi

  106. Unsupervised background reconstruction based on iterative median blending and spatial segmentation

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  107. A robust framework for joint background/foreground segmentation of complex video scenes filmed with freely moving camera

    Article • Multimedia Tools and Applications, September 2009, Springer Science + Business Media

    Dr Walid Barhoumi

  108. Effective Region-based Relevance Feedback for Interactive Content-based Image Retrieval

    Article • January 2009, Springer Science + Business Media

    Dr Walid Barhoumi

  109. A Cost Efficient Approach for Automatic Non-Rigid Registration of Medical Images

    Article • January 2009, Scitepress

    Dr Walid Barhoumi

  110. An efficient image-mosaicing method based on multifeature matching

    Article • Machine Vision and Applications, December 2007, Springer Science + Business Media

    Dr Walid Barhoumi

  111. A Collaborative System for Pigmented Skin Lesions Malignancy Tracking

    Article • May 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi

  112. An Accelerated System for Melanoma Diagnosis Based on Subset Feature Selection

    Article • Journal of Computing and Information Technology, January 2005, Faculty of Electrical Engineering and Computing, Univ. of Zagreb

    Dr Walid Barhoumi

  113. A PRELIMARY APPROACH FOR THE AUTOMATED RECOGNITION OF MALIGNANT MELANOMA

    Article • Image Analysis & Stereology, June 2004, Slovenian Society for Stereology and Quantitative Image Analysis

    Dr Walid Barhoumi

  114. Video Similarity Measurement Based on Attributed Relational Graph Matching

    Article • Springer Science + Business Media

    Dr Walid Barhoumi

  115. Towards a standard approach for medical images segmentation

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Dr Walid Barhoumi