Rok 2023

• Ensembling noisy segmentation masks of blurred sperm images

  Publikacja

  • E. Lewandowska
  • D. Węsierski
  • M. Mazur-Milecka
  • J. Liss
  • A. Jezierska

  - COMPUTERS IN BIOLOGY AND MEDICINE - Rok 2023

  Background: Sperm tail morphology and motility have been demonstrated to be important factors in determining sperm quality for in vitro fertilization. However, many existing computer-aided sperm analysis systems leave the sperm tail out of the analysis, as detecting a few tail pixels is challenging. Moreover, some publicly available datasets for classifying morphological defects contain images limited only to the sperm head. This...

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Rok 2022

• Multi-task Video Enhancement for Dental Interventions

  Publikacja

  • E. Katsaros
  • P. Kopa Ostrowski
  • K. P. Włódarczak (dawniej: K. Włódarczak)
  • E. Lewandowska
  • J. Rumiński
  • D. Siupka-Mróz
  • Ł. Lassmann
  • A. Jezierska (dawniej: A. Jezierska)
  • D. Węsierski

  - Rok 2022

  A microcamera firmly attached to a dental handpiece allows dentists to continuously monitor the progress of conservative dental procedures. Video enhancement in video-assisted dental interventions alleviates low-light, noise, blur, and camera handshakes that collectively degrade visual comfort. To this end, we introduce a novel deep network for multi-task video enhancement that enables macro-visualization of dental scenes. In particular,...

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