Wyniki wyszukiwania dla: DENTAL INTERVENTIONS

• Multi-task Video Enhancement for Dental Interventions

  Publikacja

  • E. Katsaros
  • P. Kopa Ostrowski
  • K. P. Włódarczak
  • E. Lewandowska
  • J. Rumiński
  • D. Siupka-Mróz
  • Ł. Lassmann
  • 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,...

  Pełny tekst do pobrania w serwisie zewnętrznym

• Vident-real: an intra-oral video dataset for multi-task learning

  Dane Badawcze

  open access

  • D. Węsierski
  • A. Jezierska
  • P. Kopa Ostrowski
  • E. Lewandowska
  • E. Katsaros
  • A. Żółtowska

  We introduce Vident-real, a large dataset of 100 video sequences of intra-oral scenes from real conservative dental treatments performed at the Medical University of Gdańsk, Poland. The dataset can be used for multi-task learning methods including:

• Vident-lab: a dataset for multi-task video processing of phantom dental scenes

  Dane Badawcze

  open access

  • E. Katsaros
  • P. Kopa Ostrowski
  • A. Jezierska
  • E. Lewandowska
  • J. Rumiński
  • D. Węsierski

  We introduce a new, asymmetrically annotated dataset of natural teeth in phantom scenes for multi-task video processing: restoration, teeth segmentation, and inter-frame homography estimation. Pairs of frames were acquired with a beam splitter. The dataset constitutes a low-quality frame, its high-quality counterpart, a teeth segmentation mask, and...

• Emilia Lewandowska

  Osoby