Data-Efficient Sowing Position Estimation for Agricultural Robots Combining Image Analysis and Expert Knowledge

We propose a data-efficient framework for automating sowing operations by agricultural robots in densely mixed polyculture environments. This study addresses the challenge of enabling robots to identify suitable sowing positions with minimal labeled data by integrating image-based field sensing with...

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Bibliographic Details
Main Authors: Shuntaro Aotake, Takuya Otani, Masatoshi Funabashi, Atsuo Takanishi
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Agriculture
Subjects:
Online Access:https://www.mdpi.com/2077-0472/15/14/1536
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