Phenotype Tracking of Leafy Greens Based on Weakly Supervised Instance Segmentation and Data Association

Phenotype Tracking of Leafy Greens Based on Weakly Supervised Instance Segmentation and Data Association

Phenotype analysis of leafy green vegetables in planting environment is the key technology of precision agriculture. In this paper, deep convolutional neural network is employed to conduct instance segmentation of leafy greens by weakly supervised learning based on box-level annotations and Excess G...

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Bibliographic Details
Main Authors: Zhuang Qiang, Jingmin Shi, Fanhuai Shi
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Agronomy
Subjects:
data association
deep convolutional neural network
instance segmentation
leafy greens
phenotype analysis
Online Access:https://www.mdpi.com/2073-4395/12/7/1567

Internet

https://www.mdpi.com/2073-4395/12/7/1567

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