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International Journal of Pattern Recognition and Artificial Intelligence最新文献

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Research on motion recognition based on deep learning algorithm 基于深度学习算法的运动识别研究
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-07-12 DOI: 10.1142/s0218001424520220
Wang Xue, Liu Li, Yingxing Zhang
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引用次数: 0
Automatic segmentation model for Parkinson's images based on SA-U2-Net 基于 SA-U2-Net 的帕金森图像自动分割模型
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-07-12 DOI: 10.1142/s021800142457009x
Hui Li, Zi-shan Yang, Weimin Qi, Xinchen Yu, Jiaying Wu, Haining Li
{"title":"Automatic segmentation model for Parkinson's images based on SA-U2-Net","authors":"Hui Li, Zi-shan Yang, Weimin Qi, Xinchen Yu, Jiaying Wu, Haining Li","doi":"10.1142/s021800142457009x","DOIUrl":"https://doi.org/10.1142/s021800142457009x","url":null,"abstract":"","PeriodicalId":508211,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"36 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141655131","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automatic Face Detection of Farm Images Based on an Enhanced Lightweight Deep Learning Model 基于增强型轻量级深度学习模型的农场图像人脸自动检测
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-07-12 DOI: 10.1142/s0218001424560093
Xiaoping Huang, Fei Huang, Jiahui Hu, Huanyu Zheng, Mengyi Liu, Zihao Dou, Qing Jiang
{"title":"Automatic Face Detection of Farm Images Based on an Enhanced Lightweight Deep Learning Model","authors":"Xiaoping Huang, Fei Huang, Jiahui Hu, Huanyu Zheng, Mengyi Liu, Zihao Dou, Qing Jiang","doi":"10.1142/s0218001424560093","DOIUrl":"https://doi.org/10.1142/s0218001424560093","url":null,"abstract":"","PeriodicalId":508211,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"61 21","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141654693","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A seismic fault recognition method based on region energy algorithm 基于区域能量算法的地震断层识别方法
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-07-05 DOI: 10.1142/s0218001424500150
Lei Chen, Yanqing Liang, Guanglei Qi, Ting-Ting Zhang
{"title":"A seismic fault recognition method based on region energy algorithm","authors":"Lei Chen, Yanqing Liang, Guanglei Qi, Ting-Ting Zhang","doi":"10.1142/s0218001424500150","DOIUrl":"https://doi.org/10.1142/s0218001424500150","url":null,"abstract":"","PeriodicalId":508211,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":" 34","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141675800","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Configurable Customized Information Extraction and Processing Pipeline 可配置的定制化信息提取和处理管道
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-07-05 DOI: 10.1142/s0218001424590122
Seok Kim, Pierce Lai, Dariyan Khan, Kevin Zhao, Brian Le, Alex Luchianov, Margaret Yu, Patrick Wang
{"title":"Configurable Customized Information Extraction and Processing Pipeline","authors":"Seok Kim, Pierce Lai, Dariyan Khan, Kevin Zhao, Brian Le, Alex Luchianov, Margaret Yu, Patrick Wang","doi":"10.1142/s0218001424590122","DOIUrl":"https://doi.org/10.1142/s0218001424590122","url":null,"abstract":"","PeriodicalId":508211,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":" 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141674037","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Medical X-ray Image Enhancement using Global Contrast-Limited Adaptive Histogram Equalization 利用全局对比度限制自适应直方图均衡增强医用 X 射线图像
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-07-05 DOI: 10.1142/s0218001424570106
Sohrab Namazi Nia, Frank Y. Shih
{"title":"Medical X-ray Image Enhancement using Global Contrast-Limited Adaptive Histogram Equalization","authors":"Sohrab Namazi Nia, Frank Y. Shih","doi":"10.1142/s0218001424570106","DOIUrl":"https://doi.org/10.1142/s0218001424570106","url":null,"abstract":"","PeriodicalId":508211,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":" 8","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141675530","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
ShNFN: Shepard Neuro-Fuzzy Network for Intrusion Detection in Fog Computing ShNFN：用于雾计算入侵检测的谢泼德神经模糊网络
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-07-05 DOI: 10.1142/s0218001424500186
R. Ganeshan, Meesala Sravani, Archana Kalidindi, PG Om Prakash
{"title":"ShNFN: Shepard Neuro-Fuzzy Network for Intrusion Detection in Fog Computing","authors":"R. Ganeshan, Meesala Sravani, Archana Kalidindi, PG Om Prakash","doi":"10.1142/s0218001424500186","DOIUrl":"https://doi.org/10.1142/s0218001424500186","url":null,"abstract":"","PeriodicalId":508211,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":" 17","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141675736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
PCB defect detection based on improved deep learning model 基于改进型深度学习模型的 PCB 缺陷检测
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-07-05 DOI: 10.1142/s0218001424540144
Shih-Hsien Tseng, Chi Kuo
{"title":"PCB defect detection based on improved deep learning model","authors":"Shih-Hsien Tseng, Chi Kuo","doi":"10.1142/s0218001424540144","DOIUrl":"https://doi.org/10.1142/s0218001424540144","url":null,"abstract":"","PeriodicalId":508211,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":" 45","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141673178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Online Multi-Resource Allocation for Network Slicing in 5G with Distributed Algorithms 利用分布式算法实现 5G 网络切片的在线多资源分配
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-07-02 DOI: 10.1142/s0218001423590218
Xuebin Tang
{"title":"Online Multi-Resource Allocation for Network Slicing in 5G with Distributed Algorithms","authors":"Xuebin Tang","doi":"10.1142/s0218001423590218","DOIUrl":"https://doi.org/10.1142/s0218001423590218","url":null,"abstract":"With the increasing scale of mobile cellular network applications, 5G mobile network infrastructure provides customizable services to users in the form of network slices. How to effectively allocate existing resources in real dynamic networks with time-varying network utility is a key issue that previous work did not consider. This paper first initializes the multi-resource allocation problem of network slicing in an online manner, where the utility function is set to change over time. Therefore, we propose Metis, an online network slicing resource allocation framework that combines the time-varying nature of the network utility function given bandwidth and processing power constraints with the requirement of virtual network function isolation. The goal is to maximize the cumulative network utility in the long term and specify multiple resource allocation problems by utilizing concave optimization methods. In addition, a distributed algorithm based on the online alternating direction method of multipliers with regret optimization has been developed to achieve optimal resource allocation. Our mathematical analysis proves that Metis can provably converge to the optimal solution and the result of experiments demonstrates a steady state behavior of Metis, which converges in dynamic network settings.","PeriodicalId":508211,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"21 6","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141687460","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applying machine learning techniques: uncertainty quantification in nonlinear dynamics characters predictions via gated recurrent unit-based reduced-order models 应用机器学习技术：通过基于门控递归单元的降阶模型进行非线性动力学字符预测的不确定性量化
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2024-06-07 DOI: 10.1142/s0218001424510182
Xun Peng, Hao Zhu, Dajun Xu, Wenzhi Hao, Weizong Wang, Guobiao Cai
{"title":"Applying machine learning techniques: uncertainty quantification in nonlinear dynamics characters predictions via gated recurrent unit-based reduced-order models","authors":"Xun Peng, Hao Zhu, Dajun Xu, Wenzhi Hao, Weizong Wang, Guobiao Cai","doi":"10.1142/s0218001424510182","DOIUrl":"https://doi.org/10.1142/s0218001424510182","url":null,"abstract":"","PeriodicalId":508211,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":" 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141375371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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