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

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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Bibliographic Details
Main Authors: Lejun Yu, Jiawei Shi, Chenglong Huang, Lingfeng Duan, Di Wu, Debao Fu, Changyin Wu, Lizhong Xiong, Wanneng Yang, Qian Liu
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2021-02-01
Series:Crop Journal
Subjects:
Rice (O. sativa)
Panicle traits
RGB imaging
X-ray scanning
Faster R-CNN
Online Access:http://www.sciencedirect.com/science/article/pii/S2214514120301094

Internet

http://www.sciencedirect.com/science/article/pii/S2214514120301094

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