Multimedia Technology and Enhanced Learning

This proceedings, ICMTEL 2022, constitutes the refereed proceedings of the 4^th International Conference on Multimedia Technology and Enhanced Learning, ICMTEL 2022, held in April 2022. Due to the COVID-19 pandemic the conference was held virtually.

The 59 revised full papers have been selected from 188 submissions. They were organized in topical sections as follows: internet of things and communication; education and enterprise; machine learning; big data and signal processing; workshop of data fusion for positioning and navigation; and workshop of intelligent systems and control.

Internet of Things and Communication
. - On Line Monitoring System of Power Optical Fiber Transmission Network Under Internet of Things Technology. - Research on Fault Monitoring Device of Highway Bridge Expansion Joint Based on Internet of Things Technology. - Research on Security Access Technology of Power Internet of Things Gateway Equipment Based on Artificial Intelligence. - Construction of A Gateway Boundary Security Protection Platform Based on The Internet of Things and Cloud Computing. - Comprehensive Intelligent Training Simulation System for Power Communication Transmission Network. - Research on Intelligent Anti-collision Device of Heavy Truck Based on Wireless Communication Technology. -
Education and Enterprise
. - Design of Diversified Evaluation System of College Teaching Quality Based on Deep Data Mining. - Design of A Lightweight MOOC Teaching System for Online Learning in Colleges and Universities. - Online + Offline Hybrid Teaching Model in The Post Epidemic Era Based on Deep Reinforcement Learning. - Design of Corpus Based Comprehensive Ability Evaluation System for College English Teaching. - Fuzzy Evaluation Model of Teaching Quality of Physical Education Course Based on Deep Reinforcement Learning. - Design of Online Teaching Mode Recognition System for Ideological and Political Curriculum Based on Hash Algorithm. - Design of Cross Language Education Resource Sharing Platform Based on Hadoop Framework. - Design of interactive language education assistant system based on data classification. - Basketball Posture Recognition Method in Physical Education Based on Machine Vision. - Image Recognition Method of Educational Scene Based on Machine Learning. - Human Motion Recognition Method In Physical Education Based on Wearable Perception. - Acquiring the Cultural Characteristics of English Online Courses Based on Wavelet Transformation. - Sentiment Analysis of Opinions Over Time Toward Saudi Women s Sports. - I show you how I solved it! . - Design of Enterprise Economic Dynamic Management System Based on Spark Technology. - Design of Enterprise Financial and Economic Data Accurate Classification Management System Based on Random Forest. - Marketing Risk Assessment Method of Industrial and Commercial Enterprises Based on Convolutional Neural Network. - Evaluation Method of Enterprise Economic Management Model Effectiveness Based on Deep Data Mining. -
Machine Learning
. - Research on The Whole Process Quality Control Method of Water Conservancy and Hydropower Construction Based on BP Neural Network. - Intelligent Recommendation Method of Sports Tourism Route Based on Cyclic Neural Network. - Plant Landscape Configuration Method Of Regional Characteristic Rainwater Garden Based On Deep Learning. - Human Resource Scheduling Control Method Based On Deep Reinforcement Learning. - Research on Network Personal Data Vulnerability Detection Technology Based on Deep Learning. - Competency Model of College Students Innovation and Entrepreneurship from the Perspective of Deep Learning. - Research on Modeling of Adaptive Allocation of Labor Resources Based on Deep Reinforcement Learning. - Real-time Detection and Recognition of License Plates for tra ic monitoring. - Pressure Compensation Method of Check Valve in Aircraft Hydraulic System Based on Artificial Intelligence. - Multi-Face Synchronous Recognition Method for Civil Aviation Security Inspection Based on Deep Migration Learning. -
Big Data and Signal Processing
. - Design of Human Resources Multi-Dimensional Evaluation System Based on Big Data Mining. - Railway Tra ic Volume Prediction Method Based on Hadoop Big Data Platform. - Intelligent Forecasting Method for Substation Operating Cost of Power Network with Nonstationary Characteristics. - Research on Standard Cost Prediction of Intelligent Overhaul Based on Multiparticle Optimization. - Research on Medical Information Processing Based on Data Mining Technology. - Modeling and Printing Technology Based on 3D Registration Algorithm of MIMICS Software Applied to Hip Fracture. - Fall detection based on action structured method and cascaded dilated graph convolution network. - Surface Reconstruction Method of Color 3D Image Based on Independent Adjustable Sparse Coe icient. - Personalized Dialogue Generation Method of Chat Robot Based on Topic Perception. - Multi-Round Dialogue Intention Recognition Method for A Chatbot Based on Deep Learning. - Vibration Failure Analysis of Civil Aircraft Engine Blades Based on Virtual Reality. - Intelligent Regulation Method of University Heating Water Flow Based on Adaptive Control Algorithm. - Binaural spatialization: comparing Head Related Transfer Function models for use in Virtual and Augmented Reality applications. - Enhancement of Gravity Centrality Measure Based on Local Clustering Method by Identifying Influential Nodes in Social Networks. - Deep Factorized Multi-view Hashing for Image Retrieval. - Covid-19 detection by Wavelet Entropy and ArtificialBee Colony. - Heat-map Algorithm based Multi-robots Path Planning Method. -
Workshop of Data Fusion for Positioning and Navigation
. - Distributed quaternion Kalman filter for human tracking using IMU and UWB measurement. - Robot Navigation in Crowds Environment based Deep Reinforcement Learning with POMDP. -
Workshop of Intelligent Systems and Control
. - Stationery recognition system using dual cameras. - Lower Limb Posture Capture using Quaternion Kalman Filter. - Design of infrared spectrum information processing algorithm for Fourier infrared spectrometer. - An FES-Cycling Control System Based on Crank Angle. - A novel algorithm of machine learning: fractional gradient boosting decision tree. - Apple Grading Model Based on Improved ResNet-50 Network.