scholarly journals Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting

2020 ◽  
Author(s):  
Dongnan Liu ◽  
Donghao Zhang ◽  
Yang Song ◽  
Fan Zhang ◽  
Lauren ODonnell ◽  
...  
Keyword(s):  
Domain Adaptation ◽  
Microscopy Images ◽  
Instance Segmentation ◽  
And Task

PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images

2021 ◽  
Vol 40 (1) ◽  
pp. 154-165
Author(s):  
Dongnan Liu ◽  
Donghao Zhang ◽  
Yang Song ◽  
Fan Zhang ◽  
Lauren O'Donnell ◽  
...  
Keyword(s):  
Microscopy Images ◽  
Instance Segmentation ◽  
Feature Alignment

scholarly journals Enforcing Morphological Information in Fully Convolutional Networks to Improve Cell Instance Segmentation in Fluorescence Microscopy Images

2021 ◽  
pp. 36-46
Author(s):  
Willard Zamora-Cárdenas ◽  
Mauro Mendez ◽  
Saul Calderon-Ramirez ◽  
Martin Vargas ◽  
Gerardo Monge ◽  
...  
Keyword(s):  
Fluorescence Microscopy ◽  
Convolutional Networks ◽  
Fully Convolutional Networks ◽  
Microscopy Images ◽  
Instance Segmentation

3D Nucleus Instance Segmentation for Whole-Brain Microscopy Images

2021 ◽  
pp. 504-516
Author(s):  
Junbo Ma ◽  
Oleh Krupa ◽  
Madison Rose Glass ◽  
Carolyn M. McCormick ◽  
David Borland ◽  
...  
Keyword(s):  
Whole Brain ◽  
Microscopy Images ◽  
Instance Segmentation
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