Title
Rachis detection and three-dimensional localization of cut off point for vision-based banana robot
Abstract
•An optimized YOLOv5-Banana model for accurate and speedy multi-target detection.•A new method to obtain cut off points based on stereo vision and geometric calculation.•An accurate relation model between depth camera and laser measurement.•Depth positioning error was 8 mm in MEDE and 2 mm in MAD.•This study provides reference for applying stereo vision system in complex banana garden.
Year
DOI
Venue
2022
10.1016/j.compag.2022.107079
Computers and Electronics in Agriculture
Keywords
DocType
Volume
Deep learning,Edge detection,Geometric measurement,3D positioning,Centroid calculation
Journal
198
ISSN
Citations 
PageRank 
0168-1699
0
0.34
References 
Authors
0
6
Name
Order
Citations
PageRank
Fengyun Wu100.34
Jieli Duan200.34
Puye Ai300.34
Zhaoyi Chen400.34
Zhou Yang515.70
Xiangjun Zou6298.20