Multimedia Technology and Enhanced Learning Second EAI International Conference, ICMTEL 2020, Leicester, UK, April 10-11, 2020, Proceedings, Part I

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Bibliographic Details
Main Authors Zhang, Yu-Dong, Wang, Shui-Hua, Liu, Shuai
Format eBook
LanguageEnglish
Published Cham Springer International Publishing AG 2020
Edition1
Subjects
Computer-assisted instruction-Congresses
Online AccessGet full text
ISBN3030510999
9783030510992

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Table of Contents:
  • Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- I Multimedia Technology and Enhanced Learning -- Identification of Tea Leaf Based on Histogram Equalization, Gray-Level Co-Occurrence Matrix and Support Vector Machine Algorithm -- Abstract -- 1 Introduction -- 2 Methodology -- 2.1 Data Acquisition -- 2.2 Data Augmentation -- 2.3 Feature Extraction -- 2.4 Classification -- 3 Experiments and Results -- 3.1 Data Acquisition -- 3.2 Data Augmentation -- 3.3 Histogram Equalization -- 3.4 Feature Extraction -- 3.5 Classification -- 4 Conclusion -- References -- Research on Durability Test for Composite Pipe Fitting Materials of Automobile -- Abstract -- 1 Introduction -- 2 Research on Durability Test for Composite Pipe Fitting Materials of Automobile -- 3 Test Analysis -- 4 Conclusions -- Fund Project -- References -- Method for Extracting Information of Database of Smart Phone Terminal in Lock Screen Mode -- Abstract -- 1 Introduction -- 2 Internet of Things Node Distribution and Data Pre-processing of the Database Resource Information of the Smart Phone Terminal -- 2.1 Optimal Deployment of Internet of Things Node for Resource Information Collection of Smart Phone Terminal Database in Lock Screen Mode -- 2.2 Information Fusion Processing of Smartphone Terminal Database Resources in Lock Screen Mode -- 3 Optimal Implementation of Resource Information Extraction Algorithm -- 3.1 Extraction of Spectral Feature Quantity from Database Information of Smart Phone Terminal in Lock Screen Mode -- 3.2 Collection and Output of Resource Information of Smart Phone Terminal Database in Lock Screen Mode -- 4 Simulation Experiment and Performance Analysis -- 5 Conclusions -- References -- Quality Detection Method of Phase Change Energy Storage and Thermal Insulation Building Materials Based on Neural Network -- Abstract -- 1 Introduction
  • 2.1 Cloud Computing Mining User Behavior Pattern Data -- 2.2 User Behavior Pattern Classification -- 2.3 User Behavior Correlation Calculation -- 2.4 Analyze User Behavior Pattern Data -- 3 Test Experiment -- 3.1 Experimental Data Processing -- 3.2 Experimental Content -- 3.3 Experimental Result -- 4 Conclusion -- References -- Research on Behavior Recognition Method Based on Machine Learning and Fisher Vector Coding -- Abstract -- 1 Introduction -- 2 Research on Behavior Recognition Method Based on Machine Learning and Fisher Vector Coding -- 2.1 Building Artificial Neural Network Based on Machine Learning -- 2.2 Detecting Time Domain Motion Behavior -- 2.3 Using Fisher Vector Coding to Complete Behavior Learning -- 2.4 Behavior Recognition -- 3 Experimental Study -- 3.1 Experimental Preparation -- 3.2 Experimental Method -- 3.3 Experimental Results and Analysis -- 4 Conclusion -- 5 Fund Project -- References -- Data Scheduling Method of Social Network Resources Based on Multi-Agent Technology -- Abstract -- 1 Introduction -- 2 Data Scheduling Method of Social Network Resources Based on Multi-Agent Technology -- 2.1 Design the Social Network Scheduling Framework -- 2.2 Set the Upper Limit Trigger Condition -- 2.3 Determine Scheduling Parameters -- 2.4 Realization of Resource Data Scheduling -- 3 Simulation Test Experiment -- 3.1 Experimental Data Preparation -- 3.2 Experimental Result -- 4 Conclusions -- 5 Fund Project -- References -- A Local Occlusion Face Image Recognition Algorithm Based on the Recurrent Neural Network -- Abstract -- 1 Introduction -- 2 Recognition Algorithm of Partially Occluded Face Image Based on Recurrent Neural Network -- 2.1 Lumination Preprocessing of Partially Occluded Face Image -- 2.2 Feature Extraction of Face Image -- 2.3 Setting up Image Recognition Algorithm Based on Recursive Neural Network
  • 3.2 Deviation Estimation of GDP Index Forecast for Urban Agglomeration Development in Da Wan District of Guangdong, Hong Kong, Macao Big Gulf Region -- 4 Simulation Experiment and Result Analysis -- 5 Discussion -- 6 Conclusions -- Acknowledgements -- References -- Research on Intelligent Diagnosis of Fault Data of Large and Medium-Sized Pumping Stations Under Information Evaluation System -- Abstract -- 1 Introduction -- 2 Fault Big Data Sensing Information Collection and Feature Decomposition -- 2.1 Information Acquisition of Abnormal Working Condition of Medium-Sized Pump Station Fault Data Set -- 2.2 Statistical Feature Decomposition of Fault Data of Large and Medium-Sized Pumping Stations -- 3 Optimization of Abnormal Characteristics Diagnosis in Fault Data Set of Large and Medium-Sized Pumping Stations -- 3.1 Detection of Differential Distribution Characteristics of Fault Abnormal Working Conditions -- 3.2 Fault Anomaly Feature Diagnosis Output -- 4 Simulation Test Analysis -- 5 Conclusions -- 6 Fund Projects -- References -- On-line Monitoring Method of Power Transformer Insulation Fault Based on Bayesian Network -- Abstract -- 1 Introduction -- 2 Fault Information Detection and Feature Extraction -- 2.1 Insulation Fault Information Collection of Power Transformer -- 2.2 Fault Feature Extraction -- 3 On-line Monitoring of Insulation Fault of Power Transformer -- 3.1 Analysis of the Characteristics of the High-Resolution Spectrum of the Insulation Fault of the Power Transformer -- 3.2 Automatic Output of Insulation Fault of Power Transformer -- 4 Simulation Experiment and Result Analysis -- 5 Conclusions -- 6 Fund Projects -- References -- Mining and Analyzing Behavior Patterns of Smart Home Users Based on Cloud Computing -- Abstract -- 1 Introduction -- 2 Cloud Computing-Based Smart Home User Behavior Pattern Mining Analysis Method
  • 3 Simulation Test Experiment
  • 2.2 Data Abstraction and Access -- 2.3 Feature Fusion Algorithm Design for High Attribute Dimensional Data -- 2.4 Implement Feature Level Information Fusion -- 3 Experimental Results and Analysis -- 4 Conclusion -- References -- Analysis of Guangdong-Hong Kong-Macao Greater Bay Area's Economic Growth Trend Based on Big Data Mining -- Abstract -- 1 Introduction -- 2 Analysis on the Trending of Regional Economy in the Area of Hong Kong and Macao -- 2.1 Shortcomings of Guangdong-Macao-Hong Kong Greater Bay Area's Regional Economy -- 2.2 The Influences of the Economic Development in the Region of Hong Kong and Macao -- 3 Construction and Feature Analysis of Statistical Big Data Model -- 3.1 Statistical Big Data Modeling of the Economic Growth in the Bay Area of Guangdong, Hong Kong and Macao -- 3.2 Statistical Characteristic Analysis -- 4 Optimization of Guangdong-Hong Kong-Macao Greater Bay Area's Economic Growth Trend Prediction Algorithm -- 4.1 Extracting the Features from Relevance Rules -- 4.2 Fuzzy Clustering and Adaptive Prediction -- 5 Analysis of Experiment Results -- 6 Conclusions -- Acknowledgements -- References -- Analysis on the Development Path of Urban Agglomeration in Gulf Region of Guangdong, Hong Kong, Macao Under the Background of Big Data -- Abstract -- 1 Introduction -- 2 Statistical Information Model Construction and Feature Analysis -- 2.1 Statistical Information Modeling of GDP Index for Urban Agglomeration Development in Big Gulf Region of Guangdong, Hong Kong, Macao -- 2.2 Analysis on Characteristics of GDP Index for Urban Agglomeration Development -- 3 Analysis of Development Path of Urban Agglomeration in Big Gulf Region of Guangdong, Hong Kong, Macao Big Gulf Region -- 3.1 Trust Model for Forecasting GDP of Urban Agglomerations in Da Wan District of Guangdong, Hong Kong, Macao Big Gulf Region
  • 2 The Significance and Method of Quality Inspection of Heat-Insulating Building Material -- 2.1 Significance of Quality Inspection of Thermal Insulation Building Materials -- 2.2 Purpose and Method of Quality Inspection of Thermal Insulation Building Materials -- 3 Finite Element Simulation of Phase Change Energy Storage and Thermal Insulation Building Materials -- 3.1 Finite Element Simulation Analysis of Phase Change Energy Storage and Thermal Insulation Building Materials -- 3.2 Quality Evaluation of Phase Change Energy Storage and Thermal Insulation Building Materials -- 4 Quality Inspection and Optimization of Phase Change Energy Storage and Thermal Insulation Building Materials -- 4.1 Self-recovery Energy Dissipation Bracing Model for Phase Change Energy Storage and Thermal Insulation Building Materials -- 4.2 Quality Inspection of Phase Change Energy Storage and Thermal Insulation Building Materials -- 5 Experimental Test Analysis -- 6 Conclusions -- References -- Automatic Monitoring System of Vehicle Pollutant Emission Based on Fusion Algorithm -- Abstract -- 1 Introduction -- 2 Composition of Motor Vehicle Pollutants and Its Impact on Environmental Pollution -- 3 Big Data Analysis and Feature Extraction of Auto-Monitoring Vehicle Pollutant Emissions -- 3.1 Big Data Analysis of the Auto-Monitoring of the Emission of Motor Vehicles -- 3.2 Large-Data Feature Extraction for Automatic Monitoring of Pollutant Discharge of Motor Vehicles -- 4 Automatic Monitoring of Pollutant Discharge of Motor Vehicle -- 5 System Software Development and Design -- 6 Experimental Test Analysis -- 7 Conclusions -- References -- Research on Multi-source Heterogeneous Sensor Information Fusion Method Under Internet of Things Technology -- Abstract -- 1 Introduction -- 2 IoT Multi-source Heterogeneous Sensor Information Fusion Method -- 2.1 Raw Data Collection