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D. Bulatov

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Open access Sep 2026

Fine-Registration between Point Clouds and Aerial Images using Monocular Geometry

Accurate registration between aerial imagery and LiDAR point clouds is fundamental to building-level analysis and urban modeling. Although coarse alignment can be achieved through geo-referencing or sensor calibration, residual misalignment often remains and affects the reliable interpretation of roof structures. To ad...

Qi-Peng Mei, D. Bulatov, D. Iwaszczuk · 0 citations
Open access Jul 2026

Land Cover Classification of Multi-Source Airborne Data using Conventional and Deep-Learning-Based Unsupervised Domain Adaptation

Two domain adaptation techniques are analyzed: a conventional histogram-matching method, which has turned out to be a surprisingly fast and reliable tool in a previous study, and a CycleGAN, which has turned out to be a surprisingly fast and reliable tool in a previous study.

Edwin Deisling, Raphael Zipperer, B. Kottler et al. · 0 citations

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