Search Results - multisource data fusion algorithm

Automatic Extraction of Roads From Multisource Geospatial Data Using Fusion Attention Network and Regularization Algorithm by Wang, Zejiao, Xiang, Longgang, Liu, Zhongyu, Wang, Zhengxiang

“… To address these challenges, we introduce a method that utilizes a multistage feature fusion attention network (MFFANet…”
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A Multisource PNT Fusion Algorithm Based on a Variance Genetic Model by Hu, Qing, Jia, Jing, Zhu, Yue, Cao, Jingyun, Li, Jinyuan

“…) data fusion algorithm based on the study of multisource shipborne PNT system model. This algorithm uses the variance genetic model to estimate the measurement…”
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Mamba-based Multibranch State Space Iterative Fusion Algorithm for Multisource Power Grid Survey Data by Zhang, Aiyuan, Lv, Jingguo, Zhang, Jiyong, Sun, Xiaohu, Zhao, Chunhui, Yang, Changjiang, Sun, Junjie

“…The effective integration of multisource survey data for power grids benefits designers by providing comprehensive and accurate analyses of the terrain and landforms surrounding the survey area…”
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STUDY ON A SINGLE INTERPOLATION FUSION ALGORITHM FOR MULTISOURCE REMOTE SENSING DATA OF SOIL MOISTURE by YU, J S

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Exploration of a network security situational awareness model based on multisource data fusion by Li, Xingguo, Zhong, Yu

“…With the continuous expansion of the network scale, network technology is also constantly developing. However, with the continuous deterioration of the…”
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KF-MFWL: A High-Resolution Time Series Construction Algorithm for Lake Water Levels Based on Multisource Altimeter Satellites and Meteorological Data Fusion by Jiang, Weiping, An, Zhiyuan, Jin, Taoyong, Chen, Peng, Zou, Xiaowei

“… the MissForest algorithm to combine meteorological data Kalman Fusion-MissForest water level (KF-MFWL). The accuracy of KF-MFWL was validated using gauge data, as well as compared with HYDROWEB and DAHITI…”
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Multisource Heterogeneous Data Fusion Methods Driven by Digital Twin on Basis of Prophet Algorithm by Li, Min

“… In response to these issues, this article explores a multisource heterogeneous data fusion method based on the Prophet algorithm digital twin drive to improve the fusion effect of sensor data…”
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Multimodal fusion-based detection method of estrus cows using multisource data inspired by hidden Markov model algorithms by Wang, Jun, Zhao, Yijia, Li, Xiaoxia, Zhou, Yu, Zhao, Kaixuan, Wang, Hui, EL-Sayed Shakweer, Waleid Mohamed

“…•A multimodal fusion strategy was proposed to capture feature relationships and promote the data representation…”
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Research and primary evaluation of an automatic fusion method for multisource tooth crown data by Dai, Ning, Li, Dawei, Yang, Xu, Cheng, Cheng, Sun, Yuchun

“…With the development of 3‐dimensional (3D) scanning technologies in dentistry, high accuracy optical scanning data from the crown and cone beam computed tomography data from the root can be acquired easily…”
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Drought resistance classification of wheat varieties by multisource data fusion and machine learning via hyperspectral and thermal infrared imaging by Zhang, Xiaomei, Guan, Hanwen, Zhao, Jiliang, Suo, Liunan, Li, Dongyu, Ma, Zhiyao, Duan, Jianzhao, He, Li, Liu, Wandai, Feng, Wei

“… Hyperspectral remote sensing data and canopy temperature parameters for different wheat varieties were obtained, and classification models for drought resistance were constructed using various…”
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Coastal Ecological Environment Monitoring and Protection System Based on Multisource Information Fusion Decision by Xu, Lijuan, Zhang, Lihong, Du, Zhenhua

“…: logistic regression, SVM, random forest, and naive Bayes, to verify the effectiveness of LDA and DS model fusion and determine the consistency vector representation method of short environment information data…”
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A Multisource Data Fusion Modeling Prediction Method for Operation Environment of High-Speed Train by Li, Decang, Zhang, Juhui, Xu, Ruxun, Meng, Jianjun, Wang, Jianming, Chen, Xiaoqiang, Jia, Xin, Ma, Junhui

“… Therefore, this paper proposes a novel multisource sensor data fusion method based on a three-level information fusion framework…”
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Research on Demand Forecasting of Engineering Positions Based on Fusion of Multisource and Heterogeneous Data by Li, Ning, Wang, Tianqi, Zhang, Qianhui

“… A multisource heterogeneous data fusion algorithm that supports multiuser decision-making is designed…”
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Analysis of revising multisource fusion data of high-temperature flood season weather in southern Xinjiang, China by Zhang, Zulian, Wang, Mingquan, Meng, Fanxue, Gu, Yawen, Aidaituli, Mushajiang, Jiang, Yuanan

“…To obtain a more accurate temperature distribution in areas with complex terrain, we analysed the hourly temperature product of the Land Surface Data Assimilation System of the China Meteorological Administration (CLDAS…”
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Exploring Multisource Feature Fusion and Stacking Ensemble Learning for Accurate Estimation of Maize Chlorophyll Content Using Unmanned Aerial Vehicle Remote Sensing by Zhai, Weiguang, Li, Changchun, Cheng, Qian, Ding, Fan, Chen, Zhen

“… Currently, most studies only utilize single features from UAV data and employ traditional machine learning algorithms to estimate chlorophyll content, while the potential of multisource feature…”
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Tracking Daily Concentrations of PM2.5 Chemical Composition in China since 2000 by Liu, Shigan, Geng, Guannan, Xiao, Qingyang, Zheng, Yixuan, Liu, Xiaodong, Cheng, Jing, Zhang, Qiang

“… learning algorithm, and multisource-fusion PM2.5 data. PM2.5 chemical components in our data set are in good agreement with the available observations…”
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cuFSDAF: An Enhanced Flexible Spatiotemporal Data Fusion Algorithm Parallelized Using Graphics Processing Units by Gao, Huan, Zhu, Xiaolin, Guan, Qingfeng, Yang, Xue, Yao, Yao, Zeng, Wen, Peng, Xuantong

“…Spatiotemporal data fusion is a cost-effective way to produce remote sensing images with high spatial and temporal resolutions using multisource images…”
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Dynamic Threat Weight of Network Security Communication Based on Multisource Data Analysis by Yu, Zhihui, Liu, Sitong, Wang, Weimin

“… The situation fusion module is mainly based on the fusion algorithm of distance vector optimal classification to fuse multisource data…”
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Data-Fusion-Based Algorithm for Assessing Threat Levels of Low-Altitude and Slow-Speed Small Targets by Wu, Wei, Jie, Wenjie, Luo, Angang, Liu, Xing, Luo, Weili

“… To enhance defense capabilities against low-altitude targets and assist in formulating interception decisions, this study proposes a new threat assessment algorithm based on multisource data fusion…”
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Multisource Heterogeneous Data Fusion Analysis of Regional Digital Construction Based on Machine Learning by Jiang, Mengmeng, Wu, Qiong, Li, Xuetao

“… people’s needs, so the data fusion technology needs to draw estimation and judgment from multisource data to increase the confidence of data, improve reliability, and reduce uncertainty…”
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