2024
HDKD: Hybrid data-efficient knowledge distillation network for medical image classification.
Eng. Appl. Artif. Intell., 2024
2023
RegionInpaint, Cutoff and RegionMix: Introducing Novel Augmentation Techniques for Enhancing the Generalization of Brain Tumor Identification.
IEEE Access, 2023
Bladder Cancer Microarray Analysis and Biomarker Discovery Using Machine Learning.
Proceedings of the 9th International Conference on Advanced Intelligent Systems and Informatics, 2023
Lung Cancer Stages Classification Based on Differential Gene Expression.
Proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision, 2023
2022
Toward object alphabet augmentation for object detection in very high-resolution satellite images.
Concurr. Comput. Pract. Exp., 2022
Pixel-Wise Classification of Hyperspectral Images With 1D Convolutional SVM Networks.
IEEE Access, 2022
Content-Based Image Retrieval Using Fused Convolutional Neural Networks.
Proceedings of the 8th International Conference on Advanced Intelligent Systems and Informatics, 2022
2021
White Blood Cells Segmentation and Classification Using Swarm Optimization Algorithms and Multilayer Perceptron.
Int. J. Sociotechnology Knowl. Dev., 2021
Sparse Pixel Training of Convolutional Neural Networks for Land Cover Classification.
IEEE Access, 2021
Review on Supervised and Unsupervised Deep Learning Techniques for Hyperspectral Images Classification.
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2021
Brain Tumor Segmentation: A Comparative Analysis.
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2021
COVID-19 X-rays Model Detection Using Convolution Neural Network.
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2021
2020
Remote Sensing Image Classification Based on Convolutional Neural Networks.
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2020
Hyperspectral Image Classification Using Deep Learning Technique.
Proceedings of the International Conference on Artificial Intelligence and Computer Vision, 2020
2019
Machine Learning for Enhancement Land Cover and Crop Types Classification.
Proceedings of the Machine Learning Paradigms: Theory and Application, 2019
Robust palm and knuckle ROI extraction in unconstrained environment.
Pattern Anal. Appl., 2019
Masked SIFT with align-based refinement for contactless palmprint recognition.
IET Biom., 2019
Analysis of Classification Methods for Gene Expression Data.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019
Optimized Feed Forward Neural Network for Microscopic White Blood Cell Images Classification.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019
Reduced 3-D Deep Learning Framework for Hyperspectral Image Classification.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019
Comparative Analysis of Unmixing Algorithms Using Synthetic Hyperspectral Data.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2019
2018
Accelerated hyperspectral image recursive hierarchical segmentation using GPUs, multicore CPUs, and hybrid CPU/GPU cluster.
J. Real Time Image Process., 2018
Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images.
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2018
Deep Learning for Satellite Image Classification.
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2018
Automatic White Blood Cell Counting Approach Based on Flower Pollination Optimization Multilevel Thresholoding Algorithm.
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2018
2017
Acceleration of super-resolution for multispectral images using self-example learning and sparse representation.
Comput. Electr. Eng., 2017
Adaptive Multiple Kernel Self-organizing Maps for Hyperspectral Image Classification.
Proceedings of the 8th International Conference on Computer Modeling and Simulation, 2017
Performance Enhancement of Satellite Image Classification Using a Convolutional Neural Network.
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017, 2017
2016
Optimization Methods for Medical Image Super Resolution Reconstruction.
Proceedings of the Applications of Intelligent Optimization in Biology and Medicine, 2016
Fusing directional wavelet local binary pattern and moments for human action recognition.
IET Comput. Vis., 2016
Clustering-based Image Segmentation using Automatic GrabCut.
Proceedings of the 10th International Conference on Informatics and Systems, 2016
A Mean Features Method for Face Photo-Sketch Synthesis and Recognition.
Proceedings of the 10th International Conference on Informatics and Systems, 2016
Parallel Implementation of Super-Resolution Based Neighbor Embedding Using GPU.
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016
3D Mesh Segmentation Based on Unsupervised Clustering.
Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016
2015
Parallel Super-Resolution Reconstruction Based on Neighbor Embedding Technique.
Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015
A Comparative Study of Different Color Space Models Using FCM-Based Automatic GrabCut for Image Segmentation.
Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015
Action Classification Using Weighted Directional Wavelet LBP Histograms.
Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015
2014
Automatic GrabCut for Bi-label Image Segmentation Using SOFM.
Proceedings of the Intelligent Systems'2014, 2014
Action Recognition Using Stationary Wavelet-Based Motion Images.
Proceedings of the Intelligent Systems'2014, 2014
Multi-label automatic GrabCut for image segmentation.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014
Human action recognition via multi-scale 3D stationary wavelet analysis.
Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014
Satellite Super Resolution Image Reconstruction Based on Parallel Support Vector Regression.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2014
Directional Stationary Wavelet-Based Representation for Human Action Classification.
Proceedings of the Advanced Machine Learning Technologies and Applications, 2014
2013
Evaluation of unsupervised feature extraction neural networks for face recognition.
Neural Comput. Appl., 2013
2012
Evaluation of CIE-XYZ System for Face Recognition Using Kernel-PCA.
Proceedings of the Signal Processing and Information Technology, 2012
2008
Robot Localization based on Visual Landmarks.
Proceedings of the ICINCO 2008, 2008