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...

Ausführliche Beschreibung

Bibliographische Detailangaben
Hauptverfasser: Bongki Lee, Donghwan Kam, Yongjin Cho, Dae-Cheol Kim, Dong-Hoon Lee
Format: Artikel
Sprache:English
Veröffentlicht: MDPI AG 2021-10-01
Schriftenreihe:Applied Sciences
Schlagworte:
Online Zugang:https://www.mdpi.com/2076-3417/11/20/9583