Mateusz Koziński

Beyond the Pixel-Wise Loss for Topology-Aware Delineation

Agata Mosinska, Pablo Márquez-Neila, Mateusz Koziński et al. · 2018 · 245 citations · Full text

Refinement Pipeline, Geometric Learning, Convolutional Neural Network +21

A convolutional neural network segments yeast microscopy images with high accuracy

Nicola Dietler, Matthias Minder, Vojislav Gligorovski et al. · Nature Communications · 2020 · 146 citations · Full text

Generating LOD3 building models from structure-from-motion and semantic segmentation

Bryan German Pantoja-Rosero, Radhakrishna Achanta, Mateusz Koziński et al. · Automation in Construction · 2022 · 70 citations · Full text

Drainage Canals in Southeast Asian Peatlands Increase Carbon Emissions

Nathan C. Dadap, Alison M. Hoyt, Ale×ander R. Cobb et al. · AGU Advances · 2021 · 51 citations · Full text

Engineering, Geomorphology, Land Use +19

TOPO-Loss for continuity-preserving crack detection using deep learning

Bryan German Pantoja-Rosero, Doruk Öner, Mateusz Koziński et al. · Construction and Building Materials · 2022 · 48 citations · Full text

Geometric Learning, Image Classification, Deep Neural Networks +15