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Sep 2026

Topology-Preserving Cross-Resolution Network for Semantic Segmentation of Complex Satellite Imagery

Semantic segmentation of very-high-resolution‚ VHR‚ satellite imagery is important for land-cover mapping‚ urban planning‚ and disaster recovery․ However‚ existing deep networks have high pixel accuracy but fail on thin‚ elongated‚ connected structures‚ like roads‚ hedgerows‚ or building perimeters․ Most pixel-wise los...

S. Kiran · 0 citations

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