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FAIML 2024: Yichang, China
- Proceedings of the 2024 3rd International Conference on Frontiers of Artificial Intelligence and Machine Learning, FAIML 2024, Yichang, China, April 26-28, 2024. ACM 2024, ISBN 979-8-4007-0977-7
Section 1: Machine Vision, Signal Processing & Detection
- Jie Zhang
, Xiangyu Li
, Chao Yao
:
An Innovative Time Domain Graph Convolutional Network Enables Effective Tracking of Multiple Objects. 1-5 - Baiyu Chen
, Li Zhao
, Sixian Chan
:
A Spatiotemporal Mask Autoencoder for One-shot Video Object Segmentation. 6-12 - Jia-Geng Qiao
:
Insulator Fault Recognition Based on YOLOv7 and ResNet50. 13-16 - Liping Ye
, Lang Pei
:
Real-time vehicle pedestrian detection and tracking algorithm based on computer vision. 17-22 - Jiangtao Fan
, Gaofei Liu
, Pengcheng Zuo
, Zhi Ke
, Guangzhu Xu
:
Real-time license plate detection and recognition in unconstrained scenarios. 23-26 - Zhengping Wu
, Peng Zhu
, Bangjun Lei
:
MSANet: Multi scale prohibited item detection with tripe attention. 27-31 - Xiaoli He
, Hong Zhang
:
Assisted Landscape Design Model Based on Deep Lab v3+ and Computer Vision. 32-36 - Hui Liu
, Bo Jin
:
Research on the Application of Image Element Extraction Technology Based on Improved Faster R-CNN in the Communication of Hubei Traditional Culture. 37-41 - Heng Gao
, Wanghao Tang
, Dawei Li
, Wutao Qin
, Jianfeng Li
:
Direct Position Determination of Quasi-Stationary Sources Based on Virtual Array Synthesis of Distributed Nested Arrays. 42-45 - Jinhao Wang
, Xiaolong Chen
, Hongyong Wang
, Xinghai Wang
, Zhijian Zhao
, Jian Guan
:
Analysis of sea clutter characteristics of digital array multi-channel ubiquitous radar. 46-52 - Guilin Rao
, Xiaolong Chen
, Caisheng Zhang
, Jie Song
, Jian Guan
:
Characterization and Extraction of Sea and Air Maneuvering Targets Using Passive Radar. 53-60 - Hongrun Zhu
, Zengmin Xu
, Ruxing Meng
, Longfei Liu
:
KNN adaptive dual attention for object detection. 61-68 - Jiawei Hou
:
ALSPR Routing Protocol Based on Improved ADR Protocol. 69-73 - Qihao Zhu
, Yu Wang
, Wenmei Li
, Hao Huang
, Jie Yin
, Lantu Guo
, Yun Lin
, Guan Gui
:
Advancing Multi-Modal Beam Prediction with Multipath-Like Data Augmentation and Efficient Fusion Mechanism. 74-79 - Hongzhen Wang
, Guimei Zheng
, Yuwei Song
, Yu Zheng
:
Two dimensional DOA estimation method for meter wave MIMO radar based on sparse circular array under low altitude. 80-84 - Yindan Xiong
, Mengjiao Wei
:
Collaborative Waveform Optimization Based on Orca Predation Algorithm. 85-88 - Xiaohui Chen
, Yajie Zou
:
Cross-Image Relational Boundary Privileged Knowledge Distillation for Semantic Segmentation. 89-92 - Hua Liu
, Xuehao Liu
, Jing Zhang
, Lingli Huang
:
An Overview Study of Automated Inland Waterway Topographic ContourMapping. 93-97 - Zhongjie Liao
, Hu Song
, Kaifa Zhao
, Yu Tao
, Xinhai Wang
:
A method of designing the frequency-phase modulated waveform. 98-100 - Pengqin Zhang
, Hongjie Zhu
:
Intelligent Sensing and Adaptive Modulation: the Key Technologies of Future Communication Systems. 101-105 - Pengqin Zhang
, Hongjie Zhu
:
The Fusion of Edge Computing and Artificial Intelligence in 5G Communication. 106-112 - Mingliang Chen
, Yu Bao
, Haibo Wang
, Jin Wu
, Zheyi Qu
:
The Research and Application of UPS Devices in Impulse Generator Sets. 113-116 - Yuehao Guo
, Xianpeng Wang
, Linqiang Wen
, Wenshuai Wang
, Yuan Wang
:
Frequency Diverse Coprime MIMO radar for Angle-Range Estimation. 117-121 - Haodong Guo
, Jiajie Li
, Zelong Yi
, Jiaxiong Fang
, Hua Chen
, Gang Wang
:
Super transformed Nested Arrays for DOA estimation of non-Circularsignals with Reduced Mutual coupling. 122-125 - Dandan Meng
, Wei Wang
, Xin Li
:
Direction Finding Based on HOSVD with Direction-dependent Mutual Coupling. 126-130 - Yunpeng Xiong
, Yu Zhang
, Ke Miao
:
Iterative Maximum Likelihood based Method for Covariance and DOA Estimation in Unknown Nonuniform Noise. 131-134 - Chao Wang
, Jing Zhang
, Zhabang Zheng
, Zhushou Liang:
Using Generative Adversarial Networks for Efficient Constrained Multi-objective Optimization. 135-138
Section 2: Intelligent Robotics Systems and Automation
- Xinjun Wang
:
Autonomous Navigation of Construction Robots Based on Visual SLAM Technology. 139-143 - Shuying Li
:
Research on Fault Detection Technology of Inspection Robot Based on Electric Power Big Data Platform and Target Detection Algorithm. 144-148 - Guogang Zhao
, Chenhao Li
, Yajun Chen
, Zelong Yin
, Jinyan Zhou
, Yang Jiao
, Lianjun Yu
:
Service Path Optimization of Hotel Food Delivery Robot Based on Ant Colony Algorithm. 149-152 - Aihua Yang
, Tianke Fang
, Elcid A. Serrano
, Yusen Chi
, Fucai Liu
, Zhenxiang Chen
:
Inspection Robot Fault Detection Based on Electric Power Big Data and Target Detection Algorithm. 153-156 - Tujin Li
:
Research on Target Detection Method for E-commerce Logistics Mobile Robot Based on Improved Faster R-CNN. 157-160 - Bo Yang
, Haohui Zhao
:
Wireless Communication System Optimization and Performance Improvement Based on Artificial Intelligence. 161-166 - Jiaqi Li, Zixiang Li, Xin Wen, Jia Li, Zhao Zhang
, Wei Meng, Sheng Liu
:
Rice field pest detector based on deep learning and embedded system. 167-173 - Yajun Chen
, Guogang Zhao
, Zelong Yin
, Chenhao Li
, Yulong Li
, Jinyan Zhou
, Yang Jiao
, Lu Li
:
Research on fresh food traceability system based on blockchain. 174-175 - Guogang Zhao
, Zelong Yin
, Jinyan Zhou
, Yulong Li
, Chenhao Li
, Yang Jiao
, Lianjun Yu
:
Research on credit evaluation system for agricultural material distributors based on blockchain. 176-179 - Jianmin Dong
:
Automated Direction Change and Edge Detection Techniques based on Fuzzy PID and Artificial Intelligence. 180-184 - Xinjun Wang
:
Research on the Application of Object Detection Algorithm Based on Neural Network in the Regulation and Control of Intelligent Building Energy-Saving Equipment. 185-189 - Changyin Wang
, Mei Tian
, Xiaoqin Wen
, Nurhanan Syafiah Abdul Razak
, Chandramalar Munusami
:
Intelligent Question Answering Design of Marketing Expert System Combining BERT and TF-IDF Algorithm. 190-194 - Jiao Zhang
:
Space design innovation driven by intelligent recommendation: the application and efficiency analysis of hybrid model. 195-199 - Dong Liang
, Yuji Du
, Shan Tan
:
Siamese Contrastive Reverse Distillation for Industrial Anomaly Localization. 200-203 - Dong Xiang
, Xu Cheng
, Sizhuo Chen
, Mengna Liu
, Fan Shi
, Xiufeng Liu
:
Multiscale Wavelet-Driven Transformerfor Blade Icing Detection. 204-210 - Xin Wang
, Kaiming Shi
, Mingliang Chen
, Lulu He
:
Diagnostic Determination in Real-Time Systems. 211-214 - Zelong Hu
, Yong Liu
:
Research on improved change detection method for identification of illegal buildings on urban rooftops. 215-222 - Su Li
:
Research on E-commerce Professional Talent Cultivation System in Colleges and Universities Based on SWOT-AHP Algorithm. 223-226
Section 3: Intelligent Data Analysis
- Gang Yang
:
Financial Data Analysis and Prediction Based on Generative Adversarial Fill-in Network Optimisation. 227-231 - Li Peng
:
Research on the Automatic Prediction of Tourist Volume of Scenic Spots Based on Data Mining and ELM-SVR-GRU Combined Neural Network. 232-235 - Tai Mai
, Marc Cavazza
, Helmut Prendinger
:
Transformer Models for Bitcoin Price Prediction. 236-241 - Wenguang Ma
, Zelong Yin
, Jinyan Zhou
, Chongchong Jia
, Haiping Yang
, Jinlong Wang
, Bin Li
:
Research on credit card fraud detection system based on federated learning. 242-245 - Lili Zhao
, Jinzhao Yang
:
An Uncertainty Quantitative Method for Cell Image Classification under Label Shift. 246-249 - Guogang Zhao
, Jinyan Zhou
, Zelong Yin
, Yulong Li
, Yajun Chen
, Yang Jiao
, Lianjun Yu
:
Create a cloud backup system using SM4 algorithm and redundancy detection technology. 250-253 - Chenggong Zhai
, Hongsi Xu
, Huifang Lv
, Liyong Zhou
, Fei Wan
, Pinghua Zhang
:
The Application of Intelligent Database System in Material Support. 254-258 - Xu Zhang, Suruo Li, Huafeng Chen
:
Research on collaborative optimization of big data analysis and artificial intelligence based on deep learning. 259-265 - Lili Guo
, Jianmin Wang
, Yu He
, Lei Song
, Xin Qin
, Xu Cheng
:
Feature Analysis for Incomplete Time Series Classification. 266-274
Section 4: Language Model and Text Analysis
- Ziqing Dai
:
Applications and Challenges of Large Language Models in Smart Government -From technological Advances to Regulated Applications. 275-280 - Qian Du
, Hongjian Sun
:
Police Data Mining and Classification Based on PDCSC Algorithm in International Police Cooperation. 281-285 - Lanhua Yang
:
Improving Artificial Intelligence Translation Ability Based on Attention Mechanism and Layer Jumping Connection. 286-290 - Hongjian Sun
, Qian Du
:
Design of ChatGPT Translation NER Model Fusing Dice Loss and Global Attention. 291-295 - Dawei Xu
, Yue Lv
, Min Wang
, Fan Huang
, Jiaxin Zhang
:
Text Sentiment Analysis Based on Binary Images. 296-299 - Liping Fan
, Ying Huang
, Fengyi Du
, Yu Huang
, Yunfei Liu
, Xiaosheng Yu
:
Study on Named Entity Recognition Based on Graph Convolutional Neural Network. 300-304 - Junjie Liu
, Jian Gong
:
A Production Study of Lombard effect on Mandarin Chinese Matrix Sentence. 305-309
Section 5: AI Applications in Healthcare and Medicine
- Yuji Du
, Xuanyan Wu
, Hao Yang
, Dong Liang
, Jianing Jin
, Dongning Su
, Chengzhang He
, Yun Ling
, Zhonglue Chen
, Kang Ren
, Tao Feng
, Shan Tan
:
Deep Learning Models for Discrimination of Parkinson's disease and Multiple System Atrophy on Brain Magnetic Resonance Imaging. 310-313 - Yongtao Sun
, Yan Liu
, Weiwen Zhao
:
Research on Intelligent Diagnosis for Equipment Fault of Rotary Machinery Based on Adaptive Wavelet Convolutional Capsule Network. 314-317 - Shun Zhang, Weiwei Fu, Yurong Hu, Huafeng Chen
:
Application of A Question Recognition Strategy for Small Data Sets in Medical Insurance QA Systems. 318-324 - Xinhai Wang
, Yu Tao
, Feng Xiong
, Zhenyu Wu
:
A dictionary learning method for high-resolution detection under interference background. 325-328 - Yarong Zhang
, Biqing Zeng
, Yaoqi Xian
, Rui Yang
:
Detection of back acupoints based on improved OpenPose. 329-335
Section 6: AI Applications in Agriculture and Environmental Monitoring
- Lixin Pu
, Fangjie Dong
, Jun Zhang, Chenlong Li
, Yuxin Pu
, Jipeng Fan
, Mingjie He
, Zhongjun Gao
:
MAE-ADHRN: Adaptive degradation high-resolution reconstruction model applied to remote sensing images. 336-346 - Li Liu
, Cian Yuan
, Yan Chen
, Zixuan Chen
, Dong Ren
, Biao Xiong
:
RICE-HDM: a remote sensing framework for monitoring rice high-temperature heat damage in the middle and lower reaches of the Yangtze River. 347-351 - Tiantian Li
, Yao Pan
, Liang Chen
, Biao Xiong
, Mei Li
:
Physics-Informed Neural Networks for Modeling Incompressible Laminar Flows with Mixed-Variable Formulation. 352-355 - Wenjie Li
, Jinzhong Zhang
, Zhiping Yang
, Wenli Tu
, Fengqing Sun
, Yujia Zhang
, Tao Tang
, Li Liu
:
Research on High Resolution Remote Sensing Intelligent Computing and Agricultural Service Application. 356-360 - Yang Li
, Mengying Jiang
, Mei Yu
, Shouzhi Xu
, Shurui Peng
, Lingchu Zhao
, Xiaotong Peng
:
A Green Electricity Certificate Scheme Based on Blockchain. 361-364
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