Review of Image Fusion Based on Pulse-Coupled Neural Network

被引：38

作者：

Wang, Zhaobin ^{[1
]}

Wang, Shuai ^{[1
]}

Zhu, Ying ^{[2
]}

Ma, Yide ^{[1
]}

机构：

[1] Lanzhou Univ, Sch Informat Sci & Engn, Lanzhou 730000, Peoples R China

[2] Gansu Acad Sci, Inst Biol, Lanzhou 730000, Peoples R China

来源：

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING | 2016年 / 23卷 / 04期

基金：

美国国家科学基金会;

关键词：

ALGORITHM; PCNN; CONTOURLET;

D O I：

10.1007/s11831-015-9154-z

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Recently, many researchers have paid their more attention to image fusion technique based on pulse coupled neural network (PCNN). In order to make the researchers to rapidly understand the research development of image fusion based on PCNN, it is systematically reviewed in the paper. On the basis of statistical analysis on published papers, firstly, PCNN and some modified models are introduced. Then we review the PCNN's applications in the field of image fusion. Subsequently, some existing problems are summarized, while we give some suggestions for the future research.

引用

页码：659 / 671

页数：13

共 50 条

[31] NSCT-based multimodal medical image fusion using pulse-coupled neural network and modified spatial frequency
Sudeb Das
Malay Kumar Kundu
Medical & Biological Engineering & Computing, 2012, 50 : 1105 - 1114
[32] Image classification and retrieval using optimized Pulse-Coupled Neural Network
Mohammed, Mona Mahrous
Badr, Amr
Abdelhalim, M. B.
EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (11) : 4927 - 4936
[33] Image segmentation based on modified pulse-coupled neural networks
Zhang Junying
Fan Xiuju
Dong Jiyang
Shi Meihong
CHINESE JOURNAL OF ELECTRONICS, 2007, 16 (01): : 119 - 122
[34] MR image registration based on pulse-coupled neural networks
Qiu, Zhiyong
Dong, Jiyang
Chen, Zhong
ADVANCES IN NEURAL NETWORKS - ISNN 2007, PT 3, PROCEEDINGS, 2007, 4493 : 914 - +
[35] VLSI structure for static image processing with pulse-coupled neural network
Ota, Y
IECON-2002: PROCEEDINGS OF THE 2002 28TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, VOLS 1-4, 2002, : 3221 - 3226
[36] A visual selection mechanism based on a Pulse-Coupled Neural Network
Quiles, Marcos
Zhao, Liang
Romero, Roseli
2007 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-6, 2007, : 1566 - 1571
[37] Segmentation of Satellite Imagery Based on Pulse-Coupled Neural Network
Qayyum, Abdul
Malik, Aamir Saeed
Saad, Muhammad Naufal Bin Muhammad
Iqbal, Mahboob
2015 INTERNATIONAL CONFERENCE ON SPACE SCIENCE AND COMMUNICATION (ICONSPACE), 2015, : 393 - 397
[38] Research of Multimodal Medical Image Fusion Based on Parameter-Adaptive Pulse-Coupled Neural Network and Convolutional Sparse Representation
Xia, Jingming
Lu, Yi
Tan, Ling
COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2020, 2020
[39] Brain medical image fusion scheme based on shuffled frog-leaping algorithm and adaptive pulse-coupled neural network
Yu Miao
Ning Chunyu
Xue Yazhuo
IET IMAGE PROCESSING, 2021, 15 (06) : 1203 - 1209
[40] Insulator Image Segmentation Based on Improved Unit-Linking Pulse-Coupled Neural Network
Du Xiaoyan
Zhong Jun
LASER & OPTOELECTRONICS PROGRESS, 2019, 56 (15)

← 1 2 3 4 5 →