Field rice panicle detection and counting based on deep learning

Panicle number is directly related to rice yield, so panicle detection and counting has always been one of the most important scientific research topics. Panicle counting is a challenging task due to many factors such as high density, high occlusion, and large variation in size, shape, posture et.al...

Full description

Bibliographic Details

Published in:	Frontiers in Plant Science
Main Authors:	Xinyi Wang, Wanneng Yang, Qiucheng Lv, Chenglong Huang, Xiuying Liang, Guoxing Chen, Lizhong Xiong, Lingfeng Duan
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-08-01
Subjects:	field rice panicle detection panicle counting large image size deep learning
Online Access:	https://www.frontiersin.org/articles/10.3389/fpls.2022.966495/full