Designing an intelligent monitoring system for corn seeding by machine vision and Genetic Algorithm-optimized Back Propagation algorithm under precision positioning

To realize the regulation of the position of corn seed planting in precision farming, an intelligent monitoring system is designed for corn seeding based on machine vision and the Genetic Algorithm-optimized Back Propagation (GABP) algorithm. Based on the research on precision positioning seeding te...

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Bibliographic Details
Published in:	PloS one Vol. 16; no. 7; p. e0254544
Main Authors:	Ji, Jiangtao, Sang, Yayuan, He, Zhitao, Jin, Xin, Wang, Shengsheng
Format:	Journal Article
Language:	English
Published:	United States Public Library of Science 15.07.2021 Public Library of Science (PLoS)
Subjects:	Agricultural production Agriculture Alarm systems Algorithms Analysis Artificial Intelligence Back propagation Back propagation networks Biology and Life Sciences Calibration Computer and Information Sciences Control systems Corn Crop Production - methods Crops Deviation Disturbance Engineering Engineering and Technology Evaluation Experiments Farm machinery Field tests Genetic algorithms Growth Machine vision Methods Monitoring Monitoring systems Mutation Neural networks Neural Networks, Computer Optimization Optimization algorithms Physical Sciences Precision agriculture Precision farming Propagation Proportional integral derivative R&D Research & development Research and Analysis Methods Seeding Seeding rate Seeds Seeds - growth & development Sine waves Technology Vegetables Vision systems Zea mays - growth & development China United States > US
ISSN:	1932-6203, 1932-6203
Online Access:	Get full text
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