Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells

Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells

21 February 2018

F. Guerrero-Peña

Pedro Diamel Marrero Fernández

Alexandre Cunha

Papers citing "Multiclass Weighted Loss for Instance Segmentation of Cluttered Cells"

9 / 9 papers shown

Title
Enhancing Cell Instance Segmentation in Scanning Electron Microscopy Images via a Deep Contour Closing Operator Florian Robert Alexia Calovoulos Laurent Facq Fanny Decoeur Etienne Gontier Christophe F. Grosset B. D. D. Senneville 32 0 0 22 Jul 2024
Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images W. Zamora-Cardenas Mauro Mendez Saul Calderon-Ramirez Martin Vargas Gerardo Monge S. Quirós David Elizondo David Elizondo Miguel A. Molina-Cabello 3DV MedIm 37 4 0 10 Jun 2021
Sparse-shot Learning with Exclusive Cross-Entropy for Extremely Many Localisations Andreas Panteli Jonas Teuwen H. Horlings E. Gavves 26 3 0 21 Apr 2021
Learning to segment clustered amoeboid cells from brightfield microscopy via multi-task learning with adaptive weight selection Rituparna Sarkar Suvadip Mukherjee E. Labruyère Jean-Christophe Olivo-Marin 19 11 0 19 May 2020
End-To-End Convolutional Neural Network for 3D Reconstruction of Knee Bones From Bi-Planar X-Ray Images Yoni Kasten Daniel Doktofsky I. Kovler 3DV MedIm 32 86 0 02 Apr 2020
An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images Peter Hirsch Dagmar Kainmueller 27 12 0 07 Feb 2020
J Regularization Improves Imbalanced Multiclass Segmentation F. Guerrero-Peña Pedro Diamel Marrero Fernández Paul T. Tarr Ing Ren Tsang E. Meyerowitz Alexandre Cunha 23 30 0 22 Oct 2019
A Weakly Supervised Method for Instance Segmentation of Biological Cells F. Guerrero-Peña Pedro Diamel Marrero Fernández Ing Ren Tsang Alexandre Cunha 25 14 0 26 Aug 2019
CNN-based Preprocessing to Optimize Watershed-based Cell Segmentation in 3D Confocal Microscopy Images Dennis Eschweiler T. V. Spina Rohan Choudhury E. Meyerowitz Alexandre Cunha Johannes Stegmaier 22 50 0 16 Oct 2018