학술논문

Contour Detection Method using Growing Neural Gas from 3D Point Cloud
Document Type
Conference
Source
2022 Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS) Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS), 2022 Joint 12th International Conference on. :1-5 Nov, 2022
Subject
Communication, Networking and Broadcast Technologies
Computing and Processing
Robotics and Control Systems
Signal Processing and Analysis
Point cloud compression
Three-dimensional displays
Clustering algorithms
Self-organizing networks
component
formatting
style
styling
insert
Language
Abstract
This paper presents the algorithm of extracting contour nodes under two-dimension and three-dimension with the use of self-organizing networks, which is called Growing Neural Gas (GNG). The system imitates how to get the contour nodes in binary image. And, this algorithm also includes getting contour nodes with angle information for dealing with GNG system. Therefore, the algorithm consists of their two methods. The proposed method can get the contour nodes exactly compared with advance literature.