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Segmentation of roots in soil with U-Net

Smith, Abraham George; Petersen, Jens; Selvan, Raghavendra and Rasmussen, Camilla Ruø (2020) Segmentation of roots in soil with U-Net. Plant Methods, 16 (1), NA-NA.

[thumbnail of Segmentation_of_roots_in_soil_with_U-Net.pdf] PDF - Published Version - English
Available under License Creative Commons Attribution.



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.

EPrint Type:Journal paper
Subjects: Crop husbandry > Production systems > Pasture and forage crops
Farming Systems > Buildings and machinery
Crop husbandry > Breeding, genetics and propagation
Research affiliation: Denmark > KU - University of Copenhagen
Deposited By: Smith, Mr Abraham George
ID Code:38499
Deposited On:21 Oct 2020 09:48
Last Modified:21 Oct 2020 09:48
Document Language:English
Refereed:Peer-reviewed and accepted

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