DATA_FUSION

作品数：258被引量：519H指数：10
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Structured-illumination reflectance imaging for the evaluation of microorganism contamination in pork:effects of spectral and imaging features on its prediction performance
《Food Science and Human Wellness》2025年第2期683-691,共9页Binjing Zhou Xiaohua Liu Yan Ge Kang Tu Jing Peng Juan Francisco García-Martín Jie Wu Weijie Lan Leiqing Pan 
supported by Key Research&Development Program of Jiangsu Province in China(BE2020693);Major Project of Science and Technology of Anhui Province(201903a06020010);Joint Key Project of Science and Technology Innovation of Yangtze River Delta in Anhui Province(202004g01020009);the Priority Academic Program Development of Jiangsu Higher Education Institutions(PAPD)。
Structured-illumination reflectance imaging(SIRI)provides a new means for food quality detection.This original work investigated the capability of(SIRI)technique coupled with multivariate chemometrics to evaluate the ...
关键词：Pseudomonas fluorescens Brochothrix thermosphacta PORK Structured-illumination reflectance imaging Data fusion 
Research on the Evaluation Model of Software Talent Cultivation Based on Multivariant Data Fusion
《计算机教育》2025年第3期130-137,共8页Yin Chen Haoxuan Tang Lei Zhang Tonghua Su Zhongjie Wang Ruihan Hu Shanli Xie 
supported in part by the Education Reform Key Projects of Heilongjiang Province(Grant No.SJGZ20220011,SJGZ20220012);the Excellent Project of Ministry of Education and China Higher Education Association on Digital Ideological and Political Education in Universities(Grant No.GXSZSZJPXM001)。
This paper proposes a multivariate data fusion based quality evaluation model for software talent cultivation.The model constructs a comprehensive ability and quality evaluation index system for college students from ...
关键词：Quality evaluation model Software talent cultivation Behavioral data 
Enhanced Multi-Object Dwarf Mongoose Algorithm for Optimization Stochastic Data Fusion Wireless Sensor Network Deployment
《Computer Modeling in Engineering & Sciences》2025年第2期1955-1994,共40页Shumin Li Qifang Luo Yongquan Zhou 
supported by the National Natural Science Foundation of China under Grant Nos.U21A20464,62066005;Innovation Project of Guangxi Graduate Education under Grant No.YCSW2024313.
Wireless sensor network deployment optimization is a classic NP-hard problem and a popular topic in academic research.However,the current research on wireless sensor network deployment problems uses overly simplistic ...
关键词：Stochastic data fusion wireless sensor networks network deployment spatiotemporal coverage dwarf mongoose optimization algorithm multi-objective optimization 
Multisource Data Fusion Using MLP for Human Activity Recognition
《Computers, Materials & Continua》2025年第2期2109-2136,共28页Sujittra Sarakon Wansuree Massagram Kreangsak Tamee 
supported by the Royal Golden Jubilee(RGJ)Ph.D.Programme(Grant No.PHD/0079/2561);through the National Research Council of Thailand(NRCT)and Thailand Research Fund(TRF).
This research investigates the application of multisource data fusion using a Multi-Layer Perceptron (MLP) for Human Activity Recognition (HAR). The study integrates four distinct open-source datasets—WISDM, DaLiAc, ...
关键词：Multisource data fusion human activity recognition multi-layer perceptron(MLP) artificial intelligent 
Mining Subsidence Based on Integrated SBAS-InSAR and Unmanned Aerial Vehicles Technology
《Journal of Ocean University of China》2025年第1期113-129,共17页CHEN Xuewei CHEN Jianping WANG Genhou ZHANG Qian ZHENG Yanwei 
funded by the Project from the Maqu Branch of Gannan Tibetan Autonomous Prefecture Ecological Environment Bureau,China(No.33412021021)。
The Small Baseline Subset InSAR(SBAS-InSAR)and unmanned aerial vehicles(UAVs)as common ocean-land technologies,have been extensively applied in subsidence,glacial movement,surface deformation,and maritime positioning ...
关键词：SBAS-InSAR two-dimensional deformation solution UAV photogrammetry data fusion subsidence prediction 
Diabetic Retinopathy Severity Classification Using Data Fusion and Ensemble Transfer Learning
《Journal of Software Engineering and Applications》2025年第1期1-23,共23页Shabib Aftab Samia Akhtar 
Diabetic retinopathy is a serious concern for people dealing with diabetes. Detecting diabetic retinopathy poses significant challenges, requiring skilled professionals, extensive manual image processing, and consider...
关键词：Diabetic Retinopathy Fundus Images CLAHE Augmentation OPTIMIZER 
Failure rate analysis and maintenance plan optimization method for civil aircraft parts based on data fusion
《Chinese Journal of Aeronautics》2025年第1期306-324,共19页Kang CAO Yongjie ZHANG Jianfei FENG 
In the face of data scarcity in the optimization of maintenance strategies for civil aircraft,traditional failure data-driven methods are encountering challenges owing to the increasing reliability of aircraft design....
关键词：Small sample data Data fusion Failure rate Maintenance planning Aircraft parts 
Conditional selection with CNN augmented transformer for multimodal affective analysis
《CAAI Transactions on Intelligence Technology》2024年第4期917-931,共15页Jianwen Wang Shiping Wang Shunxin Xiao Renjie Lin Mianxiong Dong Wenzhong Guo 
National Key Research and Development Plan of China, Grant/Award Number: 2021YFB3600503;National Natural Science Foundation of China, Grant/Award Numbers: 62276065, U21A20472。
Attention mechanism has been a successful method for multimodal affective analysis in recent years. Despite the advances, several significant challenges remain in fusing language and its nonverbal context information....
关键词：affective computing data fusion information fusion multimodal approaches 
Fault diagnosis method of AC motor rolling bearing based on heterogeneous data fusion of current and infrared image
《Journal of Measurement Science and Instrumentation》2024年第4期558-570,共13页LIU Peijin GUO Zichen HE Lin YAN Dongyang ZHANG Xiangrui 
supported by National Natural Science Foundation of China(No.61903291);Shaanxi Province Key R&D Program(No.2022GY-134)。
In order to improve the accuracy of rolling bearing fault diagnosis when the motor is running under non-stationary conditions,an AC motor rolling bearing fault diagnosis method was proposed based on heterogeneous data...
关键词：current signal infrared image decision level fusion rolling bearing fault diagnosis 
Object pose and surface material recognition using a single-time-of-flight camera
《Advanced Photonics Nexus》2024年第5期21-37,共17页Dongzhao Yang Dong An Tianxu Xu Yiwen Zhang Qiang Wang Zhongqi Pan Yang Yue 
supported by the Shaanxi Province Innovation Talent Promotion Program-Science and Technology Innovation Team(Grant No.2023-CX-TD-03).
We propose an approach for recognizing the pose and surface material of diverse objects,leveraging diffuse reflection principles and data fusion.Through theoretical analysis and the derivation of factors influencing d...
关键词：data fusion TIME-OF-FLIGHT object detection diffuse reflection principles machine learning 
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