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ORCIDFAIML 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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