All Stories

  1. CrossCD-Eval: a unified framework with domain-aware feature normalization for cross-domain remote sensing change detection

    Article • Scientific Reports, October 2026, Springer Science + Business Media

    Prof. Hala M. Ebied

  2. UnTrNet: a transformer-based hyperspectral change detection using abundance maps

    Article • International Journal of Data Science and Analytics, March 2026, Springer Science + Business Media

    Prof. Hala M. Ebied

  3. TEWA-Net: A spatiotemporal attention-enhanced ConvLSTM architecture for remote sensing change detection

    Article • Computational Geosciences, March 2026, Springer Science + Business Media

    Prof. Hala M. Ebied

  4. HDKD: Hybrid data-efficient knowledge distillation network for medical image classification

    Article • Engineering Applications of Artificial Intelligence, December 2024, Elsevier

    Prof. Hala M. Ebied

  5. Lung Cancer Stages Classification Based on Differential Gene Expression and Deep Learning

    Article • January 2024, Springer Science + Business Media

    Prof. Hala M. Ebied

  6. Ovarian Cancer Proteome Analysis and Biomarker Discovery Using Machine Learning

    Article • January 2024, Springer Science + Business Media

    Prof. Hala M. Ebied

  7. Temperature Time Series Prediction Using Spatiotemporal Deep Learning Model

    Article • January 2024, Springer Science + Business Media

    Prof. Hala M. Ebied

  8. Analysis of Bones Abnormality Detection and Segmentation

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

    Prof. Hala M. Ebied

  9. Analysis of Deep Learning Models for Voice Pathology Detection

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

    Prof. Hala M. Ebied

  10. Deepfake Detection Using EfficientNet and XceptionNet

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

    Prof. Hala M. Ebied

  11. Security And Fire Detection System Using Deep Learning Techniques

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

    Prof. Hala M. Ebied

  12. Backbones-Review: Satellite Object Detection Using Faster-RCNN

    Article • January 2023, Springer Science + Business Media

    Prof. Hala M. Ebied

  13. Bladder Cancer Microarray Analysis and Biomarker Discovery Using Machine Learning

    Article • January 2023, Springer Science + Business Media

    Prof. Hala M. Ebied

  14. Convolutional Autoencoder for Remote Sensing Change Detection

    Article • January 2023, Springer Science + Business Media

    Prof. Hala M. Ebied

  15. RegionInpaint, Cutoff and RegionMix: Introducing Novel Augmentation Techniques for Enhancing the Generalization of Brain Tumor Identification

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

    Prof. Hala M. Ebied

  16. High capacity video hiding based on multi-resolution stationary wavelet transform and hybrid-matrix decomposition techniqueset Transform and hybrid-matrix decomposition techniques

    Article • Bulletin of Electrical Engineering and Informatics, August 2022, Institute of Advanced Engineering and Science

    Prof. Hala M. Ebied

  17. Pixel-Wise Classification of Hyperspectral Images With 1D Convolutional SVM Networks

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Hala M. Ebied

  18. Unsupervised hyperspectral band selection with deep autoencoder unmixing

    Article • International Journal of Image and Data Fusion, August 2021, Taylor & Francis

    Prof. Hala M. Ebied

  19. White Blood Cells Segmentation and Classification Using Swarm Optimization Algorithms and Multilayer Perceptron

    Article • International Journal of Sociotechnology and Knowledge Development, April 2021, IGI Global

    Prof. Hala M. Ebied

  20. Review on Supervised and Unsupervised Deep Learning Techniques for Hyperspectral Images Classification

    Article • January 2021, Springer Science + Business Media

    Prof. Hala M. Ebied

  21. Sparse Pixel Training of Convolutional Neural Networks for Land Cover Classification

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

    Prof. Hala M. Ebied

  22. Hyperspectral unmixing using deep convolutional autoencoder

    Article • International Journal of Remote Sensing, March 2020, Taylor & Francis

    Prof. Hala M. Ebied

  23. Hyperspectral Image Classification Using Deep Learning Technique

    Article • January 2020, Springer Science + Business Media

    Prof. Hala M. Ebied

  24. Remote Sensing Image Classification Based on Convolutional Neural Networks

    Article • January 2020, Springer Science + Business Media

    Prof. Hala M. Ebied

  25. Application of Hyperspectral Image Unmixing for Internet of Things

    Article • January 2020, Springer Science + Business Media

    Prof. Hala M. Ebied

  26. Analysis of Classification Methods for Gene Expression Data

    Article • March 2019, Springer Science + Business Media

    Prof. Hala M. Ebied

  27. Comparative Analysis of Unmixing Algorithms Using Synthetic Hyperspectral Data

    Article • March 2019, Springer Science + Business Media

    Prof. Hala M. Ebied

  28. Optimized Feed Forward Neural Network for Microscopic White Blood Cell Images Classification

    Article • March 2019, Springer Science + Business Media

    Prof. Hala M. Ebied

  29. Reduced 3-D Deep Learning Framework for Hyperspectral Image Classification

    Article • March 2019, Springer Science + Business Media

    Prof. Hala M. Ebied

  30. Robust palm and knuckle ROI extraction in unconstrained environment

    Article • Pattern Analysis and Applications, March 2019, Springer Science + Business Media

    Prof. Hala M. Ebied, Prof. Dr. Mohamed Ismail Roushdy

  31. Machine Learning for Enhancement Land Cover and Crop Types Classification

    Article • December 2018, Springer Science + Business Media

    Prof. Hala M. Ebied

  32. Comparison of CNNs for Remote Sensing Scene Classification

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Hala M. Ebied

  33. Seasonal Multi-temporal Pixel Based Crop Types and Land Cover Classification for Satellite Images using Convolutional Neural Networks

    Article • December 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Hala M. Ebied

  34. Masked SIFT with Align-Based Refinement for Contactless Palmprint Recognition

    Article • IET Biometrics, October 2018, the Institution of Engineering and Technology (the IET)

    Mohamed Roushdy, Prof. Hala M. Ebied, Ahmed ELSayed, Prof. Dr. Mohamed Ismail Roushdy

  35. Automatic White Blood Cell Counting Approach Based on Flower Pollination Optimization Multilevel Thresholoding Algorithm

    Article • August 2018, Springer Science + Business Media

    Prof. Hala M. Ebied

  36. Deep Learning for Satellite Image Classification

    Article • August 2018, Springer Science + Business Media

    Prof. Hala M. Ebied

  37. Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images

    Article • January 2018, Springer Science + Business Media

    Prof. Hala M. Ebied

  38. A hybrid flower pollination optimization based modified multi-scale retinex for blood cell microscopic image enhancement

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

    Prof. Hala M. Ebied

  39. Performance Enhancement of Satellite Image Classification Using a Convolutional Neural Network

    Article • August 2017, Springer Science + Business Media

    Prof. Hala M. Ebied

  40. Acceleration of super-resolution for multispectral images using self-example learning and sparse representation

    Article • Computers & Electrical Engineering, February 2017, Elsevier

    Prof. Hala M. Ebied

  41. Adaptive Multiple Kernel Self-organizing Maps for Hyperspectral Image Classification

    Article • January 2017, ACM (Association for Computing Machinery)

    Prof. Hala M. Ebied

  42. A method for contactless palm ROI extraction

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Hala M. Ebied, Prof. Dr. Mohamed Ismail Roushdy

  43. Wavelet-enhanced detection of small/slow object movement in complex scenes

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Hala M. Ebied

  44. 3D Mesh Segmentation Based on Unsupervised Clustering

    Article • October 2016, Springer Science + Business Media

    Prof. Hala M. Ebied

  45. Parallel Implementation of Super-Resolution Based Neighbor Embedding Using GPU

    Article • October 2016, Springer Science + Business Media

    Prof. Hala M. Ebied

  46. Rapid real-time generation of super-resolution hyperspectral images through compressive sensing and GPU

    Article • International Journal of Remote Sensing, July 2016, Taylor & Francis

    Prof. Hala M. Ebied

  47. An unsupervised method for face photo-sketch synthesis and recognition

    Article • April 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Hala M. Ebied

  48. Fusing directional wavelet local binary pattern and moments for human action recognition

    Article • IET Computer Vision, March 2016, the Institution of Engineering and Technology (the IET)

    Dr. Mohammed Abdel-Megeed Mohammed Salem, Prof. Hala M. Ebied

  49. A Mean Features Method for Face Photo-Sketch Synthesis and Recognition

    Article • January 2016, ACM (Association for Computing Machinery)

    Prof. Hala M. Ebied

  50. Clustering-based Image Segmentation using Automatic GrabCut

    Article • January 2016, ACM (Association for Computing Machinery)

    Prof. Hala M. Ebied

  51. Analysis of Automatic Multi-label GrabCut using NPR for natural image segmentation

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

    Prof. Hala M. Ebied

  52. Super-resolution: Sparse dictionary design method using quantitative comparison

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

    Prof. Hala M. Ebied

  53. Vertebrae segmentation techniques for spinal medical images

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

    Prof. Hala M. Ebied, Ahmed Darwish

  54. Action Classification Using Weighted Directional Wavelet LBP Histograms

    Article • November 2015, Springer Science + Business Media

    Prof. Hala M. Ebied

  55. Optimization Methods for Medical Image Super Resolution Reconstruction

    Article • July 2015, Springer Science + Business Media

    Prof. Hala M. Ebied

  56. Parallel Super-Resolution Reconstruction Based on Neighbor Embedding Technique

    Article • January 2015, Springer Science + Business Media

    Prof. Hala M. Ebied

  57. Automatic GrabCut for Bi-label Image Segmentation Using SOFM

    Article • January 2015, Springer Science + Business Media

    Prof. Hala M. Ebied

  58. A Comparative Study of Different Color Space Models Using FCM-Based Automatic GrabCut for Image Segmentation

    Article • January 2015, Springer Science + Business Media

    Prof. Hala M. Ebied

  59. Action Recognition Using Stationary Wavelet-Based Motion Images

    Article • January 2015, Springer Science + Business Media

    Prof. Hala M. Ebied

  60. Human action recognition via multi-scale 3D stationary wavelet analysis

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

    Prof. Hala M. Ebied

  61. Multi-label automatic GrabCut for image segmentation

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

    Prof. Hala M. Ebied

  62. Accelerated hyperspectral image recursive hierarchical segmentation using GPUs, multicore CPUs, and hybrid CPU/GPU cluster

    Article • Journal of Real-Time Image Processing, November 2014, Springer Science + Business Media

    Prof. Hala M. Ebied

  63. Satellite Super Resolution Image Reconstruction Based on Parallel Support Vector Regression

    Article • January 2014, Springer Science + Business Media

    Prof. Hala M. Ebied

  64. Evaluation of CIE-XYZ System for Face Recognition Using Kernel-PCA

    Article • January 2014, Springer Science + Business Media

    Prof. Hala M. Ebied

  65. Color Image Segmentation Based on Different Color Space Models Using Automatic GrabCut

    Article • The Scientific World JOURNAL, January 2014, Hindawi Publishing Corporation

    Prof. Hala M. Ebied

  66. Directional Stationary Wavelet-Based Representation for Human Action Classification

    Article • January 2014, Springer Science + Business Media

    Prof. Hala M. Ebied

  67. Hybrid cluster of multicore CPUs and GPUs for accelerating hyperspectral image hierarchical segmentation

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Hala M. Ebied

  68. Analysis of shift estimation techniques of super resolution applied to satellite images

    Article • November 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Hala M. Ebied

  69. Kernel-PCA for face recognition in different color spaces

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

    Prof. Hala M. Ebied

  70. GPU implementation for hyperspectral image analysis using Recursive Hierarchical Segmentation

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

    Prof. Hala M. Ebied

  71. Evaluation of unsupervised feature extraction neural networks for face recognition

    Article • Neural Computing and Applications, March 2012, Springer Science + Business Media

    Prof. Hala M. Ebied

  72. Using MLP and RBF neural networks for face recognition: An insightful comparative case study

    Article • November 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Prof. Hala M. Ebied