3D SOM Neighborhood Algorithm

被引：0

作者：

Li, Hongsong ^{[1
]}

Cheng, Fulin ^{[1
]}

Wang, Yanhua ^{[1
]}

Ai, Xinyu ^{[1
]}

机构：

[1] Guilin Univ Elect Technol, Sch Informat & Commun, Guilin, Guangxi, Peoples R China

来源：

PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON INTELLIGENT CONTROL AND COMPUTER APPLICATION | 2016年 / 30卷

关键词：

self-organizing maps; three-dimensional image coding; pattern recognition; neighborhood algorithm; SYSTEM;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Neighborhood algorithm is an important part of 3D SOM algorithm. We proposed three kinds of neighborhood shape and two kinds of neighborhood decay function for three-dimensional self-organizing feature maps (3D SOM) algorithm and applied them to three-dimensional image compression coding. Experimental results show that the 3D orthogonal cross neighborhood shape and exponential function algorithm have better peak signal to noise ratio (PSNR) and subject quality than others.

引用

页码：162 / 164

页数：3

共 50 条

[1] 3D SOM Learning And Neighborhood Algorithm
Zhang, Xueyan
Li, Hongsong
Cheng, Fulin
Wang, Yanhua
Ai, Xinyu
2018 5TH INTERNATIONAL CONFERENCE ON SYSTEMS AND INFORMATICS (ICSAI), 2018, : 911 - 915
[2] 3D SOM - A commercial software solution to 3D scanning
Baumberg, A
Lyons, A
Taylor, R
GRAPHICAL MODELS, 2005, 67 (06) : 476 - 495
[3] SOM-Based particle matching algorithm for 3D particle tracking velocimetry
Ohmi, Kazuo
APPLIED MATHEMATICS AND COMPUTATION, 2008, 205 (02) : 890 - 898
[4] Research on registration algorithm based on neighborhood features for 3D point cloud
Liu, Yongshan
Gu, Xiaoying
ICIC Express Letters, 2015, 9 (11): : 2957 - 2964
[5] Real-time 3D shape recognition for soft manipulator based on SOM algorithm
Zou S.
Lyu Y.
Guan Q.
Liu L.
Ma G.
Harbin Gongye Daxue Xuebao/Journal of Harbin Institute of Technology, 2023, 55 (04): : 8 - 17
[6] Design of a Structured 3D SOM as a Music Archive
Azcarraga, Arnulfo
Manalili, Sean
ADVANCES IN SELF-ORGANIZING MAPS, WSOM 2011, 2011, 6731 : 188 - 197
[7] A Fuzzy SOM for Understanding Incomplete 3D Faces
Starczewski, Janusz T.
Nieszporek, Katarzyna
Wrobel, Michal
Grzanek, Konrad
ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING (ICAISC 2018), PT II, 2018, 10842 : 73 - 80
[8] A 3D Skeletonization Algorithm for 3D Mesh Models Using a Partial Parallel 3D Thinning Algorithm and 3D Skeleton Correcting Algorithm
Jin, Xun
Kim, Jongweon
APPLIED SCIENCES-BASEL, 2017, 7 (02):
[9] Xist-ing in the 3D Neighborhood
Cerveny, Kara L.
CELL, 2011, 146 (03) : 339 - 341
[10] Validating the Stable Clustering of Songs in a Structured 3D SOM
Azcarraga, Arnulfo
Caronongan, Arturo
Setiono, Rudy
Manalili, Sean
2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 2646 - 2653

← 1 2 3 4 5 →