Multi-sensor decision level image fusion based on fuzzy theory and unsupervised FCM

机译：基于模糊理论和无监督FCM的多传感器决策级图像融合

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We present a multi-sensor decision level image fusion algorithm based on fuzzy theory. The main interest of this method is its high speed classification and efficient fusion of complementary information. FCM classifiers are used for classification of each sensor image, and the classification results are fused by our fusion rule. The originality of this work is to define the fusion rule for multi-sensor image classification. Applications to SAR, infrared and multi-spectral image fusion produce interesting results.

机译：我们提出了一种基于模糊理论的多传感器决策级图像融合算法。这种方法的主要目的是它的高速分类和补充信息的有效融合。 FCM分类器用于对每个传感器图像进行分类，分类结果根据我们的融合规则进行融合。这项工作的独创性是为多传感器图像分类定义融合规则。 SAR，红外和多光谱图像融合的应用产生了有趣的结果。

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来源
《Remote Sensing of the Environment: 15th National Symposium on Remote Sensing of China》|2005年|P.62000J.1-62000J.7|共7页
会议地点 Guiyang City(CN)
作者
Wang Yi; Chen Wei; Mao Shiyi;
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作者单位

School of Electronic Information Engineering, Beihang University, Beijing, China, 100083;

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会议组织
原文格式 PDF
正文语种 eng
中图分类环境遥感;
关键词
decision level fusion; fuzzy logic; multi-sensor image fusion; unsupervised FCM;

机译：决策级融合;模糊逻辑;多传感器图像融合;无监督FCM;

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1. Hybrid fusion of score level and adaptive fuzzy decision level fusions for the finger-knuckle-print based authentication [J] . Grover Jyotsana, Hanmandlu Madasu Applied Soft Computing . 2015,第Null期

机译：基于指纹识别的得分等级和自适应模糊决策等级融合的混合融合
2. A NEW UNSUPERVISED CLASSIFICATION ALGORITHM FOR POLARIMETRIC SAR IMAGES BASED ON FUZZY SET THEORY [J] . Fu Yusheng, Xie Yan, Pi Yiming, Journal of Electronics (CHINA) . 2006,第4期

机译：基于模糊集理论的极化SAR图像非监督分类新算法。
3. A NEW UNSUPERVISED CLASSIFICATION ALGORITHM FOR POLARIMETRIC SAR IMAGES BASED ON FUZZY SET THEORY [J] . Fu Yusheng, Xie Yan, Pi Yiming, 电子科学学刊（英文版） . 2006,第004期

机译：基于模糊集理论的极化SAR图像非监督分类新算法。
4. Multi-sensor decision level image fusion based on fuzzy theory and unsupervised FCM [C] . Wang Yi, Chen Wei, Mao Shiyi, National Symposium on Remote Sensing of China . 2006

机译：基于模糊理论和无预测的FCM的多传感器决策级图像融合
5. Analysis of application of extended Kalman filter (EKF) and fuzzy decision to multi-sensor data fusion system. [D] . Dakhlallah, Tarek K. 2012

机译：扩展卡尔曼滤波器（EKF）和模糊决策在多传感器数据融合系统中的应用分析。
6. A Novel Evidence Theory and Fuzzy Preference Approach-Based Multi-Sensor Data Fusion Technique for Fault Diagnosis [O] . Fuyuan Xiao 2017

机译：基于证据理论和模糊偏好方法的多传感器数据融合故障诊断技术
7. A Novel Evidence Theory and Fuzzy Preference Approach-Based Multi-Sensor Data Fusion Technique for Fault Diagnosis [O] . Fuyuan Xiao 2017

机译：基于新证据理论和模糊偏好法的多传感器数据融合技术在故障诊断中的应用

Multi-sensor decision level image fusion based on fuzzy theory and unsupervised FCM

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