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Author

Aisha Javed

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Open access 2026

Multistage Uncertainty-Aware Feature Fusion Framework for Semantic Segmentation of High-Resolution Remote Sensing Imagery

Semantic segmentation of high-resolution remote sensing imagery is essential for land-cover mapping, urban planning, and environmental monitoring. However, challenges such as spectral similarity, fine-grained boundaries, and class imbalance often produce ambiguous predictions in complex scenes. Conventional encoder–dec...

Aisha Javed, Youkyung Han · 0 citations
Open access Jul 2026

Geometry-Conditioned Pix2Pix: Leveraging Explicit Conditioning on SAR Projected Local Incidence Angle for SAR-to-EO Translation Quality Improvement

Abstract. Electro-optical (EO) imagery is intuitive but highly dependent on weather and illumination, whereas synthetic aperture radar (SAR) imagery provides reliable all-weather observations yet offers limited spectral information. To complement these modalities, recent studies have applied conditional generative adve...

Jinmin Lee, Minkyung Chung, Aisha Javed et al. · 0 citations

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