90 citations · 95 across the 6 of their papers we have counts for
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cs.CV2018★ 1 cited
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images
Dennis Eschweiler, Thiago V. Spina, Rohan C. Choudhury +3
The quantitative analysis of cellular membranes helps understanding developmental processes at the cellular level. Particularly 3D microscopic image data offers valuable insights i…
cs.CV2018★ 90 cited
Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells
Fidel A. Guerrero-Pena, Pedro D. Marrero Fernandez, Tsang Ing Ren +3
We propose a new multiclass weighted loss function for instance segmentation of cluttered cells. We are primarily motivated by the need of developmental biologists to quantify and…