Prohlížení ČVUT - elektronické publikace dle autora "Yosifov, Miroslav"

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    • Segmentation of pores in carbon fiber reinforced polymers using the U-Net convolutional neural network 

      Autor: Yosifov, Miroslav; Weinberger, Patrick; Plank, Bernhard; Fröhler, Bernhard; Hoeglinger, Markus; Kastner, Johann; Heinzl, Christoph
      (České vysoké učení technické v PrazeCzech Technical University in Prague, 2023)
      This study demonstrates the utilization of deep learning techniques for binary semantic segmentation of pores in carbon fiber reinforced polymers (CFRP) using X-ray computed tomography (XCT) datasets. The proposed workflow ...