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| 基于特征提取和脉冲耦合神经网络的图像融合算法 | |
| 引用本文： | 王志慧,赵保军,冯永霖,沈庭芝.基于特征提取和脉冲耦合神经网络的图像融合算法[J].光学技术,2009,35(4). |
| 作者姓名： | 王志慧 赵保军 冯永霖 沈庭芝 |
| 作者单位： | 1. 内蒙古大学,电子信息工程学院电子工程系,呼和浩特,010021;北京理工大学,信息科学技术学院电子工程系,北京,100081 2. 北京理工大学,信息科学技术学院电子工程系,北京,100081 3. 华北空管局内蒙分局技术保障部,呼和浩特,010070 |
| 基金项目： | 国家863基金资助项目 |
| 摘 要： | 为了提高目标检测的准确度和精确度,提出了一种新的基于特征提取和脉冲耦合神经网络(Pulse-coupled neural network,PCNN)模型的融合算法。该算法的原理是:首先对原图像进行特征提取,然后分别建立基于处理后的图像及原图像的PCNN。融合的作用是通过PCNN的链接输入得以体现的。融合图像综合了各个侧重于原图像不同特征的滤波器的选择性。仿真结果证明,所提出的算法在增加图像目标的可识别程度方面效果明显。 |
| 关 键 词： | 目标检测 特征提取 脉冲耦合神经网络 图像融合 |
Image fusion algorithm based on features extracting and pulse-coupled neural network |
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| WANG Zhi-hui,ZHAO Bao-jun,FENG Yong-lin,SHEN Ting-zhi.Image fusion algorithm based on features extracting and pulse-coupled neural network[J].Optical Technique,2009,35(4). | |
| Authors: | WANG Zhi-hui ZHAO Bao-jun FENG Yong-lin SHEN Ting-zhi |
| Institution: | WANG Zhi-hui1,2,ZHAO Bao-jun2,FENG Yong-lin3,SHEN Ting-zhi2(1.Department of Electronic Engineering,College of Electronic Information and Engineering,Inner Mongolia University,Hohhot 010021,China,2.Department of Electronic Engineering,College of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,3.Department of Technical Support,Inner Mongolia Branch,Bureau of North China Air Traffic Management,Hohhot 010070,China) |
| Abstract: | In order to improve the accuracy of object detection,a novel fusion algorithm based on features extracting and pulse-coupled neural network(PCNN) is proposed.The principle is that extracting features is performed firstly,and then the PCNN based on the processed images and original one is set up respectively,and the fusion effect is implemented ingeniously by the Link input of PCNN.Fused image combines the selectivity of each individual filter,which focuses on different characteristics.The simulation results... |
| Keywords: | object detection features extracting pulse-coupled neural network(PCNN) image fusion |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |