Emilia Lewandowska
Employment
- PhD student at Gdańsk University of Technology
- Researcher at Cameras and Algorithms Lab
Social media
Publication showcase
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Multi-task Video Enhancement for Dental Interventions
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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Ensembling noisy segmentation masks of blurred sperm images
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...
Obtained scientific degrees/titles
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2021-11-15
Obtained science degree
mgr inż. Biomedical engineering (Engineering and Technology)
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