Segmentation of tobacco shred point cloud and 3-D measurement based on improved PointNet++ network with DTC algorithm

Segmentation of tobacco shred point cloud and 3-D measurement based on improved PointNet++ network with DTC algorithm

IntroductionThe three dimensions of the tobacco silk components (cut stem, tobacco silk, reconstituted tobacco shred, and expanded tobacco silk) of cigarettes directly affect cigarette combustibility; by accurately measuring the dimensions of different tobacco silks in cigarettes, it is possible to...

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Bibliographic Details
Main Authors: Yihang Wang, Haiwei Zheng, Jie Yang, Yan Wang, Li Wang, Qunfeng Niu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Plant Science
Subjects:
blended tobacco shred
PointNet++
semantic segmentation
non-contact measurement
DTC
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2024.1508449/full
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