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Segmentation of roots in soil with U-Net

Authors :
Smith, Abraham George
Petersen, Jens
Selvan, Raghavendra
Rasmussen, Camilla Ruø
Smith, Abraham George
Petersen, Jens
Selvan, Raghavendra
Rasmussen, Camilla Ruø
Publication Year :
2020

Abstract

Demonstration of the feasibility of a U-Net based CNN system for segmenting images of roots in soil and for replacing the manual line-intersect method.

Details

Database :
OAIster
Notes :
application/pdf, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1204144224
Document Type :
Electronic Resource
Full Text :
https://doi.org/10.1186.s13007-020-0563-0