TasselNet: counting maize tassels in the wild via local counts regression network

TasselNet: counting maize tassels in the wild via local counts regression network

Abstract Background Accurately counting maize tassels is important for monitoring the growth status of maize plants. This tedious task, however, is still mainly done by manual efforts. In the context of modern plant phenotyping, automating this task is required to meet the need of large-scale analys...

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Bibliographic Details
Main Authors: Hao Lu, Zhiguo Cao, Yang Xiao, Bohan Zhuang, Chunhua Shen
Format: Article
Language:English
Published: BMC 2017-11-01
Series:Plant Methods
Subjects:
Maize tassels
Object counting
Computer vision
Deep learning
Convolutional neural networks
Online Access:http://link.springer.com/article/10.1186/s13007-017-0224-0

Internet

http://link.springer.com/article/10.1186/s13007-017-0224-0

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