Author name: Mohammed Q. Alkhatib

arXiv:2604.18853v1 Announce Type: new
Abstract: This paper presents DDF2Pol, a lightweight dual-domain convolutional neural network for PolSAR image classification. The proposed architecture integrates two parallel feature extraction streams, one real…

arXiv:2604.18856v1 Announce Type: new
Abstract: Hyperspectral image (HSI) classification remains challenging due to high spectral dimensionality, redundancy, and limited labeled data. Although convolutional neural networks (CNNs) and Vision Transforme…