An integrated rice panicle phenotyping method based on X-ray and RGB scanning and deep learning

Rice panicle phenotyping is required in rice breeding for high yield and grain quality. To fully evaluate spikelet and kernel traits without threshing and hulling, using X-ray and RGB scanning, we developed an integrated rice panicle phenotyping system and a corresponding image analysis pipeline. We...

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Detalhes bibliográficos

Principais autores:	Lejun Yu, Jiawei Shi, Chenglong Huang, Lingfeng Duan, Di Wu, Debao Fu, Changyin Wu, Lizhong Xiong, Wanneng Yang, Qian Liu
Formato:	Artigo
Idioma:	Inglês
Publicado em:	KeAi Communications Co., Ltd. 2021-02-01
Colecção:	Crop Journal
Assuntos:	Rice (O. sativa) Panicle traits RGB imaging X-ray scanning Faster R-CNN
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2214514120301094
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