Search results for: dental interventions

• Multi-task Video Enhancement for Dental Interventions

  Publication

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

  - Year 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,...

  Full text to download in external service

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

  Open Research Data

  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

  People