Image‐based crop row detection utilizing the Hough transform and DBSCAN clustering analysis

Image‐based crop row detection utilizing the Hough transform and DBSCAN clustering analysis

Abstract More accurate methods for crop row detection benefit intelligent operation of agricultural machinery, especially avoiding mishandling or crushing crops. For achieving such a target, a traditional method combining the ExGR exponents, Otsu algorithm, Canny method, Hough transform and DBSCAN c...

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Bibliographic Details
Main Authors: Richeng Zhao, Xianju Yuan, Zhanpeng Yang, Lei Zhang
Format: Article
Language:English
Published: Wiley 2024-04-01
Series:IET Image Processing
Subjects:
Agricultural engineering
Canny algorithm
crop row detection
DBSCAN clustering
ExGR index
Hough transform
Online Access:https://doi.org/10.1049/ipr2.13016

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