36 citations · 82 across the 19 of their papers we have counts for
19 papers
Cell segmentation from telecentric bright-field transmitted light microscopy images using a Residual Attention U-Net: a case study on HeLa line
Ali Ghaznavi, Renata Rychtarikova, Mohammadmehdi Saberioon +1
Living cell segmentation from bright-field light microscopy images is challenging due to the image complexity and temporal changes in the living cells. Recently developed deep lear…
Quantification of collective behaviour via causality analysis
Kirill Lonhus, Dalibor Stys, Renata Rychtarikova
Terms such as leader, mediator, and follower sound equal in the description of a pack of wolves, a street protest crowd, or a business team and have very similar meanings. This ind…
Estimation of rheological parameters for unstained living cells
Kirill Lonhus, Renata Rychtarikova, Ali Ghaznavi +1
In video-records, objects moving in intracellular regions are often hardly detectable and identifiable. In order to squeeze the information on the intracellular flows, we propose a…
Quasi-spectral characterization of intracellular regions in bright-field light microscopy images
Kirill Lonhus, Renata Rychtarikova, Ganna Platonova +1
Investigation of cell structure is hardly imaginable without bright-field microscopy. Numerous modifications such as depth-wise scanning or videoenhancement make this method being…
Spectroscopic Approach to Correction and Visualisation of Bright-Field Light Transmission Microscopy Biological Data
Ganna Platonova, Dalibor Stys, Pavel Soucek +3
The most realistic information about the transparent sample such as a live cell can be obtained only using bright-field light microscopy. At high-intensity pulsing LED illumination…
Segmentation of laterally symmetric overlapping objects: application to images of collective animal behaviour
K. Lonhus, D. Štys, M. Saberioon +1
Video analysis is currently the main non-intrusive method for the study of collective behavior. However, 3D-to-2D projection leads to overlapping of observed objects. The situation…