Title | Three-Dimensional Tree Visualization of Computer Image Data Based on Louvain Algorithm |
Creator | |
Date Issued | 2022 |
Conference Name | The 4th International Conference on Cyber Security Intelligence and Analytics (CSIA 2022) |
Source Publication | Lecture Notes on Data Engineering and Communications Technologies
![]() |
ISBN | 9783030969073 |
ISSN | 2367-4512 |
Volume | 123 |
Pages | 837-845 |
Conference Date | March 19, 2022 |
Conference Place | Online Tencent Meeting |
Abstract | At this stage, due to the rise of artificial intelligence, computer vision as an important branch of artificial intelligence is also very popular, and three-dimensional tree visualization is one of the more popular research directions in the field of computer vision. The three-dimensional tree visualization mainly studies how to visualize the process of obtaining three-dimensional information based on a single view or multiple views. The purpose of this article is to study the computer image data three-dimensional tree visualization technology based on Louvain algorithm. In this paper, in the research of 3D tree visualization based on deformable model, the 3D tree visualization research is carried out by using a picture, based on the 3D average model of the known object, and capture the 2D image of the corresponding model and its specific characteristics The coordinates of the point, iterate continuously until convergence to complete the study. This paper proposes a Louvain algorithm for image data processing. Based on this algorithm, a three-dimensional visualization reconstruction system of atlas is established, and the system structure and implementation process are described in detail. Finally, experiments are carried out to test the system based on the new algorithm, and the data obtained by analysis proves the effectiveness of the Louvain algorithm. Experimental research shows that, combining rendering processing time and data processing time, the data time of the Louvain algorithm used in this paper is 65% shorter than that of the MC algorithm on average. |
Keyword | Computer image Louvain algorithm Three-bit reconstruction Three-dimensional tree |
DOI | 10.1007/978-3-030-96908-0_104 |
URL | View source |
Language | 英语English |
Scopus ID | 2-s2.0-85126185661 |
Citation statistics |
Cited Times [WOS]:0
[WOS Record]
[Related Records in WOS]
|
Document Type | Conference paper |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/8940 |
Collection | Beijing Normal-Hong Kong Baptist University |
Corresponding Author | Mao, Chao |
Affiliation | Division of Science and Technology,Beijing Normal University - Hong Kong Baptist University United International College,Zhuhai,Guangdong,519000,China |
First Author Affilication | Beijing Normal-Hong Kong Baptist University |
Corresponding Author Affilication | Beijing Normal-Hong Kong Baptist University |
Recommended Citation GB/T 7714 | Mao, Chao. Three-Dimensional Tree Visualization of Computer Image Data Based on Louvain Algorithm[C], 2022: 837-845. |
Files in This Item: | There are no files associated with this item. |
Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.
Edit Comment