Author

Zahoor M. Aydam

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Open access Sep 2026

A Hybrid Gabor–ViT Embedding with Gated Mamba Deep Learning Framework for Brain Tumor MRI Classification

Brain tumor classification from MRI is an important task in medical image analysis. This study introduces a new hybrid deep learning method that integrates Gabor filtering for the improvement in texture feature extraction, the Vision Transformer (ViT) framework for extraction of the global context dependency and fine-g...

Baidaa Mutasher Rashed, Zahoor M. Aydam, N. El Abbadi · Algorithms · 0 citations

Open access Aug 2026

Hybrid PCA–LBP and Wavelet Scattering Framework for Texture Classification in Color Images

A hybrid framework that integrates Principal Component Analysis, Local Binary Patterns, Wavelet Scattering Transform, and the XGBoost classifier for color texture classification is presented, demonstrating that the two selected complementary feature extraction methods provide a compact yet effective representation for...

Zahoor M. Aydam, Baidaa Mutasher Rashed, N. E. El Abbadi · Journal of Imaging · 0 citations