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Ksenia Bittner

Efficient Building Roof Type Classification: A Domain-Specific Self-Supervised Approach

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Mar 28, 2025
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HiRes-FusedMIM: A High-Resolution RGB-DSM Pre-trained Model for Building-Level Remote Sensing Applications

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Mar 24, 2025
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PolyRoof: Precision Roof Polygonization in Urban Residential Building with Graph Neural Networks

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Mar 13, 2025
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Can Location Embeddings Enhance Super-Resolution of Satellite Imagery?

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Jan 27, 2025
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Dfilled: Repurposing Edge-Enhancing Diffusion for Guided DSM Void Filling

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Jan 26, 2025
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SyntStereo2Real: Edge-Aware GAN for Remote Sensing Image-to-Image Translation while Maintaining Stereo Constraint

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Apr 14, 2024
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Real-GDSR: Real-World Guided DSM Super-Resolution via Edge-Enhancing Residual Network

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Apr 05, 2024
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Machine-learned 3D Building Vectorization from Satellite Imagery

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Apr 13, 2021
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Machine-learned Regularization and Polygonization of Building Segmentation Masks

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Aug 03, 2020
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Map-Repair: Deep Cadastre Maps Alignment and Temporal Inconsistencies Fix in Satellite Images

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Jul 24, 2020
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