Comparing Performances of CNN, BP, and SVM Algorithms for Differentiating Sweet Pepper Parts for Harvest Automation

Comparing Performances of CNN, BP, and SVM Algorithms for Differentiating Sweet Pepper Parts for Harvest Automation

For harvest automation of sweet pepper, image recognition algorithms for differentiating each part of a sweet pepper plant were developed and performances of these algorithms were compared. An imaging system consisting of two cameras and six halogen lamps was built for sweet pepper image acquisition...

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Bibliographic Details
Main Authors: Bongki Lee, Donghwan Kam, Yongjin Cho, Dae-Cheol Kim, Dong-Hoon Lee
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Applied Sciences
Subjects:
NDVI
image processing
SURF
SIFT
SVM
BP algorithm
Online Access:https://www.mdpi.com/2076-3417/11/20/9583

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