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M. A. Siddique

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Open access 2026

Toward Constrained Generative Adversarial Network Architecture for Precision Microwave Imaging

The electromagnetic (EM) inverse scattering problem aims to reconstruct the shape, location, and material properties of an unknown domain from scattered field measurements, a task that is inherently ill-posed and nonlinear. Herein, a deep-learning-based framework for reconstructing randomly shaped 2-D dielectric object...

Ehtasham Naseer, Ali Imran Sandhu, M. A. Siddique et al. · 0 citations
2026

LADI: Landslide Activity Detection Index Based on InSAR Coherence and Sensitivity

Interferometric synthetic aperture radar (InSAR) coherence loss can be indicative of fast surface deformations on active landslides (LSs). In this context, this letter introduces an InSAR-based approach for detection of statistically significant LS activity windows. It combines InSAR geometric sensitivity with coherenc...

Muhammad Nauman Arshad, M. A. Siddique, Ehtasham Naseer et al. · 0 citations

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