Tea Bud Detection and 3D Pose Estimation in the Field with a Depth Camera Based on Improved YOLOv5 and the Optimal Pose-Vertices Search Method

The precise detection and positioning of tea buds are among the major issues in tea picking automation. In this study, a novel algorithm for detecting tea buds and estimating their poses in a field environment was proposed by using a depth camera. This algorithm introduces some improvements to the Y...

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Bibliographic Details
Main Authors: Zhiwei Chen, Jianneng Chen, Yang Li, Zhiyong Gui, Taojie Yu
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Agriculture
Subjects:
Online Access:https://www.mdpi.com/2077-0472/13/7/1405