Prof. Dorota Iwaszczuk Profile

Prof. Dorota Iwaszczuk

at Technische Univ Darmstadt

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Publications (2)

Proceedings Article | 3 January 2025 Poster + Paper

Improving self-supervised segmentation of urban scenes using NDSM-enhanced CRF

Kevin Qiu, Lars Wagenbach, Dimitri Bulatov, Dorota Iwaszczuk

Proceedings Volume 13263, 132630L (2025) https://doi.org/10.1117/12.3040373

KEYWORDS: Image segmentation, Buildings, Semantics, Machine learning, Vegetation, Remote sensing, Transformers, Machine vision

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Proceedings Article | 26 October 2022 Presentation + Paper

Exploring fusion techniques in U-Net and DeepLab V3 architectures for multi-modal land cover classification

Kevin Qiu, Lina Budde, Dimitri Bulatov, Dorota Iwaszczuk

Proceedings Volume 12268, 122680T (2022) https://doi.org/10.1117/12.2636144

KEYWORDS: RGB color model, Convolution, Buildings, Image segmentation, Computer programming, Image fusion, Data modeling, Near infrared, Vegetation, Data fusion

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