Research on denoising and segmentation algorithm application of pigs' point cloud based on DBSCAN and PointNet

At present, 3D vision technology has been more and more applied in the field of livestock breading industry. Three depth cameras are installed in the data acquisition walkway from different views, as the animals pass through the walkway, the depth cameras will get the local point cloud of livestock...

Full description

Bibliographic Details

Published in:	2021 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor) pp. 42 - 47
Main Authors:	Lin, Runheng, Hu, Hao, Wen, Zhikun, Yin, Ling
Format:	Conference Proceeding
Language:	English
Published:	IEEE 03.11.2021
Subjects:	Cluster Clustering algorithms Deep Learning Neural networks Point cloud compression Point Cloud Segmentation PointNet Production Tagging Three-dimensional displays Training
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!