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2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)最新文献

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A Multimedia Information Retrieval Method Based on Cross-Modal Hashing 一种基于跨模态哈希的多媒体信息检索方法
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/ICMTMA50254.2020.00149
Wang Xin
{"title":"A Multimedia Information Retrieval Method Based on Cross-Modal Hashing","authors":"Wang Xin","doi":"10.1109/ICMTMA50254.2020.00149","DOIUrl":"https://doi.org/10.1109/ICMTMA50254.2020.00149","url":null,"abstract":"How to retrieve multimedia information effectively and efficiently is of great importance in information retrieval and computer vision. Therefore, in this paper, we aim to fully utilize the cross-modal hashing technology to solve the multimedia information retrieval problem. The main idea of this paper is to learn two different categories of hash functions for two different data modality, such as image modality and text modality. Then, the goal of this work is to learn several hashing functions, and then represent the samples to binary codes, and the proposed method generates hashing codes via connecting various modalities. In particular, we exploit the non-negative matrix factorization to learn a shared semantic space for different data modalities. Experimental results demonstrate that the proposed method can achieve higher accuracy of cross-domain multimedia information retrieval than other methods.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125701481","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
Driver Gaze Region Estimation Based on Computer Vision 基于计算机视觉的驾驶员注视区域估计
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/ICMTMA50254.2020.00085
Xinghua Shan, Zengcai Wang, Xiangpeng Liu, Ming-xing Lin, Lei Zhao, Jinshan Wang, Guodong Wang
{"title":"Driver Gaze Region Estimation Based on Computer Vision","authors":"Xinghua Shan, Zengcai Wang, Xiangpeng Liu, Ming-xing Lin, Lei Zhao, Jinshan Wang, Guodong Wang","doi":"10.1109/ICMTMA50254.2020.00085","DOIUrl":"https://doi.org/10.1109/ICMTMA50254.2020.00085","url":null,"abstract":"Traditional methods of driver's gaze estimation usually need additional equipment to obtain the driver's facial and eye features, which is difficult to apply in real life. In this paper, a gaze region estimation method based on computer vision is proposed, which reduces the hardware requirements of the experiment. In order to achieve this goal, a new eye feature extraction method and an improved random forest algorithm are adopted in this paper. Finally, the driver's line of sight is determined by combining the head and eye features. The driver's head features are obtained by pose from orthography and scaling with iterations (POSIT) algorithm. Then, the accurate positions of the driver's corner of the eye and the pupils are obtained by the from coarse to fine method, and the eye line direction is estimated according to the relative position of the pupil in the eye area. Finally, the improved random forest is used to estimate the driver's gaze region. The experimental results show that the accuracy of this method is 94.12% in the real driver's gaze data set.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"55 33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128367209","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: 4
The Research of G-Mixing and G-Equicontinuity on the Hyperspace of Topological Group Action 拓扑群作用超空间上g -混合和g -等连续的研究
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/ICMTMA50254.2020.00210
Ji Zhan-jiang, Shi Wei
{"title":"The Research of G-Mixing and G-Equicontinuity on the Hyperspace of Topological Group Action","authors":"Ji Zhan-jiang, Shi Wei","doi":"10.1109/ICMTMA50254.2020.00210","DOIUrl":"https://doi.org/10.1109/ICMTMA50254.2020.00210","url":null,"abstract":"G-mixing and G-equicontinuity have an important significance in terms of theory and application. According to the definition of mixing and equicontinuity, we give the concept of G-mixing and G-equicontinuity in this paper. By inference, some conclusions of the hyperspace were extended to the hyperspace of topological group action. We have the following result: (1)Letbe the hyperspace ofandbe a pseudo equivariant map. All non-empty open set are invariable for. Ifis a G-mixing map, thenis a G-mixing map; (2)Letbe the hyperspace of andbe a equivariant map. Thenis a G-mild mixing map if and only ifis a G-mild mixing map;(3)Letbe the hyperspace ofandbe a equivariant map. Thenis a G-equicontinuity map if and only ifis a G-equicontinuity map. These results enriched the theory of the G-mixing and G-equicontinuity on the hyperspace of topological group action.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129566290","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
Research on Nursing Management Based on Big Data 基于大数据的护理管理研究
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/ICMTMA50254.2020.00168
Xueqin Yang, Tao Zan, Lan Wang, Deli Li
{"title":"Research on Nursing Management Based on Big Data","authors":"Xueqin Yang, Tao Zan, Lan Wang, Deli Li","doi":"10.1109/ICMTMA50254.2020.00168","DOIUrl":"https://doi.org/10.1109/ICMTMA50254.2020.00168","url":null,"abstract":"With the rapid development of the Internet, the era of science and technology has arrived, and big data in information technology has become the driving force behind scientific and technological progress. Applying big data and intelligence to the clinical nursing quality management system, constructing a nursing management and control platform that integrates nursing quality indicators, nursing event reporting, and nursing risk management, and realizes the dynamic and intelligent management and control of nursing quality throughout the process. After applying big data to the nursing quality management system, the time for entering and analyzing nursing quality problems is significantly shortened, the quality of nursing services is improved, and patient satisfaction is effectively improved. The establishment and application of mobile nursing quality management system reduces time cost, improves nursing work efficiency, promotes the full participation of nursing quality management, and improves the effectiveness of nursing quality management and patient satisfaction.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127467742","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
Thermal-Electric Coupling Simulation of the Soft Connector for Vehicle Lithium-Ion Power Battery 车用锂离子动力电池软连接器的热电耦合仿真
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/ICMTMA50254.2020.00046
J. Biao, Liu Fangfang, An Wen, Xu Zhiqiang, Guo Xun
{"title":"Thermal-Electric Coupling Simulation of the Soft Connector for Vehicle Lithium-Ion Power Battery","authors":"J. Biao, Liu Fangfang, An Wen, Xu Zhiqiang, Guo Xun","doi":"10.1109/ICMTMA50254.2020.00046","DOIUrl":"https://doi.org/10.1109/ICMTMA50254.2020.00046","url":null,"abstract":"The structure design of the fuse area in a soft connector for vehicle power lithium ion battery has important influence on the normal performance and safety of battery. Based on the thermal-electric coupling mathematical model, the finite element method(FEM) and experimental method are used to simulate and analyze the temperature field and electric field of a battery soft connector. The results show that the finite element model is feasible. Secondly, the temperature in the soft connector fuse area is the highest, which increases with the increasing of the input current and the decreasing of the cross-sectional area of it. In the same time, the highest electric current density occurs at the middle narrow area and increases with the decreasing of the cross-sectional area of it, moreover, the fuse structure with annular runway hole in the middle narrow area can be used as the final structure scheme. so it is of great significance to engineers to design reasonably the structure of soft connector fuse area to realize energy saving and cost reduction.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130254140","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: 1
Research on Condition Prediction of Rod Pumping System Based on Grey Prediction Model 基于灰色预测模型的有杆抽油系统状态预测研究
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/ICMTMA50254.2020.00165
Hong Song, W. Gao, Tao Ren
{"title":"Research on Condition Prediction of Rod Pumping System Based on Grey Prediction Model","authors":"Hong Song, W. Gao, Tao Ren","doi":"10.1109/ICMTMA50254.2020.00165","DOIUrl":"https://doi.org/10.1109/ICMTMA50254.2020.00165","url":null,"abstract":"This paper aims to effectively monitor the complex working conditions that may occur at any time during the downhole operation of the rod-pumping system, and perform the targeted processing in advance. A grey prediction model is established based on the characteristic values of the pump dynamograph to predict the working conditions. In this prediction method, we will use the characteristic values of the pump dynamograph extracted by Freeman chain code as a parameter, and use the gray theory to establish a grey prediction model. The prediction model is used to predict the sample parameters in the time series to obtain the characteristic values for a period of time in the future and the prediction of future conditions to be realized. The results show that the prediction model has a high degree of fitting, and has a good effect on the prediction of the conditions of the rod pumping system.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"135 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123237852","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: 1
Construction of Hidden Fault Channel Cloud Test Platform Based on Deep Learning 基于深度学习的隐故障通道云测试平台构建
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/icmtma50254.2020.00013
Jie Huang, Zhenfeng Jiang, Lina Gong, Xia Pei
{"title":"Construction of Hidden Fault Channel Cloud Test Platform Based on Deep Learning","authors":"Jie Huang, Zhenfeng Jiang, Lina Gong, Xia Pei","doi":"10.1109/icmtma50254.2020.00013","DOIUrl":"https://doi.org/10.1109/icmtma50254.2020.00013","url":null,"abstract":"The resource scheduling ability of hidden fault channel cloud test platform based on cache data replacement method is not good. A hidden fault channel cloud test platform resource access algorithm based on deep learning is proposed. The resource access and data mining structure model of hidden fault channel cloud test platform is constructed, the task code is distributed to the multi-path monitoring node by distributed code execution and KD tree data index, the two-dimensional KD tree is constructed to realize the path data monitoring, the cloud computing core technology is used to test the hidden fault channel cloud test platform, and the hidden fault channel cloud test platform is designed with the resource integration method. Improve the parallel processing ability of hidden fault channel cloud test platform. The simulation results show that the output stability and reliability of the hidden fault channel cloud test platform designed by this method are good, and the ability of hidden fault channel cloud testing is improved.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122963900","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: 2
Research on Cost Control Method of Construction Engineering Based on Dea Model 基于Dea模型的建筑工程造价控制方法研究
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/ICMTMA50254.2020.00101
Liu Yu
{"title":"Research on Cost Control Method of Construction Engineering Based on Dea Model","authors":"Liu Yu","doi":"10.1109/ICMTMA50254.2020.00101","DOIUrl":"https://doi.org/10.1109/ICMTMA50254.2020.00101","url":null,"abstract":"In order to improve the cost control ability of steel frame structure construction engineering and reduce the operation and maintenance cost of the project, the cost control control model of steel frame structure construction project based on DEA model is put forward, the constraint parameter model of steel frame structure construction project cost control is established, and the full sample panel data analysis method is used to analyze the cost sequence characteristics of steel frame structure construction engineering operation control. The statistical feature sequence distribution set of engineering cost control is extracted, and the operation and maintenance reliability analysis of steel frame structure construction cost control is carried out by using fuzzy information feature mining method. Combined with the method of regression analysis and statistical inspection, the engineering control cost of steel frame structure is optimized and predicted, and the quantitative analysis and adaptive prediction of engineering control cost are carried out by using DEA information analysis technology. The cost optimization control of steel frame structure construction is realized. The simulation results show that the reliability of the method is good, the cost adaptive control ability is strong, and the prediction accuracy is high.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123067383","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: 1
Design of Multi Axis Parallel Detection System for Laser Aiming 激光瞄准多轴平行探测系统设计
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/icmtma50254.2020.00021
C. Zhixin, Zhang Rui, Xu Baomei, Zheng Zaizhou
{"title":"Design of Multi Axis Parallel Detection System for Laser Aiming","authors":"C. Zhixin, Zhang Rui, Xu Baomei, Zheng Zaizhou","doi":"10.1109/icmtma50254.2020.00021","DOIUrl":"https://doi.org/10.1109/icmtma50254.2020.00021","url":null,"abstract":"Aiming at the present situation of laser aiming device in our country, a new type of laser aiming axis and parallel detection system of the transmission shaft is designed with CCD device and control technology. The system uses special signal processing and algorithm to improve the accuracy of the parallel degree of digital detection. Experimental results show that the detection system is stable and reliable, with high detection accuracy, and has high practicability and popularization value.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115216977","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: 1
Design of Automatic Loading and Unloading System for Freight Car Handling Based on Intelligent Control 基于智能控制的货车装卸自动系统设计
2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA) Pub Date : 2020-02-01 DOI: 10.1109/ICMTMA50254.2020.00098
Song Rui, Ye Youchun, S. Yi, Zhang Ke, Dong Bo
{"title":"Design of Automatic Loading and Unloading System for Freight Car Handling Based on Intelligent Control","authors":"Song Rui, Ye Youchun, S. Yi, Zhang Ke, Dong Bo","doi":"10.1109/ICMTMA50254.2020.00098","DOIUrl":"https://doi.org/10.1109/ICMTMA50254.2020.00098","url":null,"abstract":"In order to improve the automatic loading and unloading control performance of freight car handling, the automatic loading and unloading control system of freight car handling is designed, and the design method of freight car handling automatic loading and unloading control system based on fuzzy multifunctional intelligent control is put forward. First design system application module, ISA/EISA/Micro Channel extension bus is used to load the instruction of automatic loading and unloading control of freight car, combined with fuzzy integral conversion control method to cross compile the execution program, and the DSP chip of integrated information processing is used as the core processor to read and write the instructions of the automatic loading and unloading system of freight car. In the environment of ARM embedded microprocessor, the hardware modularization design and bus development of freight car handling automatic loading and unloading control system are carried out, interface design and clock system design in the peripheral module. The test results show that the designed automatic loading superior overall performance. The experimental results show that the designed automatic loading system has good overall performance.","PeriodicalId":333866,"journal":{"name":"2020 12th International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125049554","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: 1
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