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BDIOT 2024: Macau, SAR, China
- Proceedings of the 2024 8th International Conference on Big Data and Internet of Things, BDIOT 2024, Macau, China, September 14-16, 2024. ACM 2024, ISBN 979-8-4007-1752-9
Chapter 1: Image Recognition and Algorithms
- Jiayu Guo
, Wenyu Wu
Evaluation modeling of the main flight display interface in the cockpit of the Boeing 747 airplane based on fluency theory. 1-5 - Zhixuan Chen
Impact of Convolutional Kernel Initialization based on Pixel Distribution Features on Table Recognition Performance. 6-11 - Jiajun Yang
Facial Emotion Recognition Based on Optimized Xception Training. 12-18 - Keyue Yan
Enhancing Dynamic Hand Gesture Recognition through Optimized Feature Selection using Double Machine Learning. 19-25 - Dihui Chu
A Study of Icon Design Styles for Recognition in HUD Environments. 26-32
Chapter 2: Image-Based Intelligent Detection and Application
- Chunyue Zhang
A method for detecting deepfake faces by integrating multi-scale deep-shallow spatial and frequency features. 33-39 - Jing Wang
An End-to-End Multi-modal-based Framework for Visual Identity Inspection System. 40-46 - Jing Chen
TMemAE: Handwriting Abnormality Analysis for Parkinson Disease. 47-52 - Zijian Zhao
Image Forgery Detection Method Based on Lightweight Fusion Models. 53-57 - Qing Li
Integrating Convolutional Neural Network and Broad Learning System for Moisture Detection in Oil via Near-Infrared Spectroscopy. 58-63 - Yan Zhong
Graph Energy Variety Network-based Out-of-distribution Detection. 64-70
Chapter 3: Digital Image Analysis and Processing Methods
- Zihan Shang
SAMFENet: A Lightweight Scale-Aware Modulation single-modal feature extraction network for Face Anti-Spoofing. 71-76 - Pengfei Zhao
Feature Fusion for Multi-Condition Controllable Image Generation. 77-83 - Guangling Yu, Guangxiang Yang, Xu Wang
Research on Multi-Image Panorama Stitching Method Based on Improved ORB+GMS Algorithm. 84-92 - Mei Ai
Self-Training Based Instance Calibration for Unsupervised Domain Adaptation Semantic Segmentation of Remote Sensing Images. 93-99 - Hang Zhang
Self-Attention Facial Attribute Editing. 100-106 - Yunyan Wu
Building Metaverse: Propose a design framework for the metaverse based on the requirements. 107-113
Chapter 4: Intelligent Image Analysis and Multimedia Application Technology
- Ren Kurosaki
Directional Progress Indicator for Visualizing Off-Screen Point-of-Interest in Handheld Augmented Reality. 114-119 - Dai FengHua
A character representation method using structural feature of Chinese characters. 120-124 - Iori Sasaki
Generative Live Commentaries Interacting with Geospatial Context for Promoting Local Festivals. 125-131 - Yong Zhou
GlobalLocalSegNet: A Hybrid Model for Complex Medical Image Segmentation Combining Global and Local Features. 132-137 - Yuhan Jin
Space-Division-Based Pseudo-Occlusion in 3D Trajectory Data Visualization for Indoor AR Navigation. 138-143 - Abudusalamu Maihemuti
Global Terrain Registration of LiDAR and Camera Fusion Using Multiple Calibrators. 144-148
Chapter 5: Text and Sentiment Analysis
- Jingyue Huang, Pinyao He, Chenxia Li, Yao He, Yi Yang:
A GPT-PERNIE Model for Short Text Sentiment Analysis. 149-155 - Liu Jin
Category Prediction Based on Book Text Attributes and Link Relationships. 156-160 - Cheng Qian
Analysis of deep learning algorithms for emotion classification based on facial expression recognition. 161-167 - Lei Chen
PAT-Net: A Method for Alzheimer's Detection Using Long-Duration Speech. 168-174 - Xing Tu
Emotional Analysis in Animated Films Using Big Data and IoT: An In-Depth Study of 'Krek'. 175-182
Chapter 6: Software-Based Intelligent Information System Design and Management
- Li Yang
A Deep Learning-based Auditing System for BIM Components Library. 183-191 - Xinxin Wang
Analysis of Education Model Based on Student Big Data Portrait. 192-197 - Ruijie Xing
Development and Research on Virtual Antarctic Experience System. 198-204 - Junfeng Yao
Path planning for unmanned vehicles based on reinforcement learning. 205-209 - Junfeng Sun
A Distributed Cloud Hybrid Storage System for Port Transportation Infrastructure Data. 210-214 - Xuezhong Liu
Design of Intelligent Management and Correlation Analysis Platform for Heterogeneous IT Assets. 215-220 - Jia Chen
Research on Intelligent Traffic Dynamic Path Planning Algorithm Based on ArcGIS. 221-225 - Yubo Qiu
Prediction of Software User Interaction Data Based on the LightGBM Model. 226-230 - Yikun Luo
A Design and Development of Crowdsourcing Systems in Smart Cites. 231-235
Chapter 7: Modern Blockchain Theory and Information Security
- Changtong Dong
Erinys: Efficient fuzzing by function invoke sequence generation for smart contracts. 236-241 - Haihua Li
Research on the Application of Blockchain Technology in Electronic Contract Signing for Construction Enterprises. 242-246 - Qingyuan Huang
An Empirical Study of Integer Overflow Detection and False Positive Analysis in Smart Contracts. 247-251 - Yanzhao Gu
Credit Card Fraud Detection Based on MiniKM-SVMSMOTE-XGBoost Model. 252-258 - Suja A. Alex
Theory of Blockchain and Smart Healthcare: Highlights. 259-261 - Zhiyong Chen
Commodity Traceability in Cross-border E-commerce Based on Blockchain Smart Contracts. 262-266
Chapter 8: Modern Information Theory and Data Analysis
- Zhuo Chen
Deep Learning Model Research and Performance Comparison Based on a Plant Classification Dataset. 267-275 - Hao Wang
Robust Spatio-Temporal Graph Neural Network for Electricity Consumption Forecasting. 276-281 - Chenxia Li, Jingyue Huang, Pinyao He, Yao He, Yi Yang:
Study on the Differences in the Impact of the American Welfare System on the Health of Different Races Based on Data Mining. 282-289 - Jiajun Hou
Bibliometric research on business data analysis based on knowledge graph. 290-296 - Yifan Zhu
Refining Bridge Engineering-based Construction Scheme Compliance Review with Advanced Large Language Model Integration. 297-305 - Pinyao He, Jingyue Huang, Yi Yang, Chenxia Li, Yao He, Ming Li:
I-WOA: An Optimization of K-Means Clusteringsis. 306-313 - Chenxing Song
Research on fine management of building materials based on indicator analysis and AIoT technology. 314-318 - Gabriel Gomes de Oliveira
Case Study on Urban Mobility in the USA. Applying Multivariate Linear Regression. 319-324 - Meng Song
Network Optimization for Deterministic Services in Industrial Internet. 325-331
Chapter 9: Next Generation Artificial Intelligence Theory and Application
- Nairu Qi
Practice and Innovation of Digital Application of Overseas Human Resource Management Based on Artificial Intelligence. 332-337 - Ruochen Du
Tracked Inspection Robot: Teleoperation based on ROS and Unity 3D. 338-343 - Yuan Min
Intelligent Construction Safety Management Method and Application Based on Artificial Intelligence. 344-348 - Huabing Xie
Application of Artificial Intelligence in Financial Risk Management in a Company. 349-354 - Kai Zhang
The Application of Artificial Intelligence in the Field of Modern Infrastructure Investment. 355-359 - Zhao Huang
Research and Innovative Exploration of Artificial Intelligence in the Operation and Management of Hydropower Stations. 360-364 - Shu Fangfa
A Design of a Perimeter Intrusion Warning System for Large-scale Construction Equipment Based on Artificial Intelligence. 365-370 - Zhen Wang
Research on the Application of Artificial Intelligence Technologies for Integrated Marketing Collaboration in Infrastructure Enterprises. 371-376 - Running Han
Indicators Analysis and Artificial Intelligence Models for Innovative Applications in a Closed Loop Platform. 377-381 - Jian Xu
Research and Analysis of Artificial Intelligence Algorithms for Solving Graph Coloring Problems. 382-386 - Yatao Geng
A Review of Crowdsourcing Applications in Artificial Intelligence. 387-391 - Hang Yuan
Application and Comparison of Search Algorithms in Artificial Intelligence. 392-396 - Jing Leng
AI-Powered Smart Parking Management: Optimizing Allocation and Safety. 397-403
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