Panicle-SEG: a robust image segmentation method for rice panicles in the field based on deep learning and superpixel optimization

BACKGROUND: Rice panicle phenotyping is important in rice breeding, and rice panicle segmentation is the first and key step for image-based panicle phenotyping. Because of the challenge of illumination differentials, panicle shape deformations, rice accession variations, different reproductive stage...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Plant Methods
Prif Awduron: Xiong, Xiong, Duan, Lingfeng, Liu, Lingbo, Tu, Haifu, Yang, Peng, Wu, Dan, Chen, Guoxing, Xiong, Lizhong, Yang, Wanneng, Liu, Qian
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2017
Pynciau:
Research
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5704426/
https://ncbi.nlm.nih.gov/pubmed/29209408
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13007-017-0254-7
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