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Proceedings of the 6th International Conference on Intelligent Information Processing最新文献

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Design of character recognition system based on LabVIEW 基于LabVIEW的字符识别系统设计
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480622
Jiaodi Liu, Yulong Duan
{"title":"Design of character recognition system based on LabVIEW","authors":"Jiaodi Liu, Yulong Duan","doi":"10.1145/3480571.3480622","DOIUrl":"https://doi.org/10.1145/3480571.3480622","url":null,"abstract":"∗Aiming at the low degree of automation in the recognition of paper documents, intelligent instruments, license plates and other display contents, a machine Vision system for character recognition is developed on LabVIEW virtual instrument platform by using IMAQ Vision toolkit. The system uses the computer’s own camera for image acquisition, and carries out grayscale, binarization, enhancement and denoising of images. Finally, optical character recognition (OCR) provided by NI Vision Assistant is used for character segmentation, training and recognition. The recognition experiments on paper documents and license plates show that the recognition success rate of the system is 96.3%, and the recognition speed is fast, so it is feasible.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123806922","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 a Face Recognition Algorithm Based on Joint Supervised Learning 基于联合监督学习的人脸识别算法研究
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480604
Ruifang Zhang, Fenghua Dong, Tianyi Ji
{"title":"Research on a Face Recognition Algorithm Based on Joint Supervised Learning","authors":"Ruifang Zhang, Fenghua Dong, Tianyi Ji","doi":"10.1145/3480571.3480604","DOIUrl":"https://doi.org/10.1145/3480571.3480604","url":null,"abstract":"∗Aiming at the problems of poor real-time capability and high hardware requirements of existing FaceNet face recognition model in actual application scenarios, a new SoftMax and Center Loss Function are used to replace the original Triplet Loss Function and jointly train the supervised face feature extraction model. The inception model is also improved. The simulation results show that the face feature extraction network designed in this paper has good robustness for the application scenarios of face recognition system and face occlusion scenarios.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122073279","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 Structure Design of Main Reducer Based on Vertical Mill 立式磨机主减速机结构设计研究
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480621
Hongzhen Xu, Jie He
{"title":"Research on Structure Design of Main Reducer Based on Vertical Mill","authors":"Hongzhen Xu, Jie He","doi":"10.1145/3480571.3480621","DOIUrl":"https://doi.org/10.1145/3480571.3480621","url":null,"abstract":"∗The vertical mill is a large-scale mechanical equipment with high efficiency for grinding and drying, and the gear reducer of the vertical mill is the most important transmission part in the large-scale grinding equipment, which is located at the bottom of the vertical mill, and it is also the main power source for driving the grinding disc to rotate. Since 1960s, vertical mill gear reducer has been widely used in vertical mills at home and abroad. In the design and research, the main research objects include the calculation and analysis of spiral bevel gear, involute helical cylindrical gear and planetary gear transmission, shaft design, key design, coupling design, bearing selection, lubrication system parameter analysis and box design. Firstly, the hierarchical structure of reducer is divided, and then three-dimensional parametric design models are established in Inventor according to the characteristics of components, and parameter associations are established to realize the parametric design of reducer. Parametric design process integrates parameter calculation, design rules, selection methods and parametric modeling, etc. Only by inputting basic parameters, the modified design of products can be completed. In this paper, the structure of vertical mill reducer is described, and its main components and functions are discussed in order to provide reference for the development of vertical mill reducer in China.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126366813","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 Traffic Sign Detection and Recognition Algorithm Based on Convolutional Neural Network 基于卷积神经网络的交通标志检测与识别算法研究
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480624
Guihua Yang, Jiale Wei
{"title":"Research on Traffic Sign Detection and Recognition Algorithm Based on Convolutional Neural Network","authors":"Guihua Yang, Jiale Wei","doi":"10.1145/3480571.3480624","DOIUrl":"https://doi.org/10.1145/3480571.3480624","url":null,"abstract":"∗With the continuous progress of science and technology in China, unmanned driving technology has been continuously developed. The use of deep learning for traffic sign recognition has a strong capability of feature representation [1], which is the most popular method at present. In this paper, the convolutional neural network algorithm is used to detect and classify traffic signs based on the German traffic sign data set, and the algorithm is verified experimentally. The algorithm preprocesses the data set by means of color image to grayscale image, histogram equalization and other methods, and then continuously optimizes the neural network model. The experimental results show that the accuracy rate can reach 96.39%.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133709572","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
Preparation of TC4 titanium alloy by electron beam selective melting 电子束选择性熔炼法制备TC4钛合金
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480623
Baofu Sun, Wei Ning, Jiaqi Chen
{"title":"Preparation of TC4 titanium alloy by electron beam selective melting","authors":"Baofu Sun, Wei Ning, Jiaqi Chen","doi":"10.1145/3480571.3480623","DOIUrl":"https://doi.org/10.1145/3480571.3480623","url":null,"abstract":"∗Electron beam selective melting (EBSM) is a rapidly developing 3D metal printing technology in recent years. With the advantages of no pollution and high energy density electron beam heat source in vacuum processing, especially in the field of complex shape and high precision parts manufacturing, its EBSM is gradually popularized in the fields of aerospace, medical devices, medical implants and so on. Different processing parameters will affect the temperature field of additive manufacturing process. However, under the current experimental conditions, it is difficult to accurately grasp the change of instantaneous temperature field in additive manufacturing process by experimental means.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132159532","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
Design and Implementation of Intelligent Material Handling Robot Based on STM32 基于STM32的智能搬运机器人的设计与实现
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480614
Di Lu, Hong Zhao, Xiaodi Huang, Wenjie Liang, Zengning Pan
{"title":"Design and Implementation of Intelligent Material Handling Robot Based on STM32","authors":"Di Lu, Hong Zhao, Xiaodi Huang, Wenjie Liang, Zengning Pan","doi":"10.1145/3480571.3480614","DOIUrl":"https://doi.org/10.1145/3480571.3480614","url":null,"abstract":"In order to improve the efficiency of logistics handling and save labor costs, this project designs an intelligent material handling robot based on STM32.There are two working modes of intelligent material handling robot. In the automatic mode, task information can be obtained by scanning the QR code, walking and avoiding obstacles in the designated industrial scene, grabbing materials according to different color sequence, and carrying them to the designated position. In the remote-control mode, the remote-control device with matching design can control the movement and grab of the intelligent material handling robot remotely and wirelessly. The intelligent material handling robot also has the functions of uphill and downhill path planning. The experimental results show that the design can realize the functions of autonomous tracking positioning, autonomous handling, visual recognition, remote control and so on. It meets the basic requirements of the design and has a certain reference value in practical application.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"386 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131896094","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
Reliability Analysis of Kinematics Accuracy for a Metamorphic Palletizing Robot Mechanism 变形码垛机器人机构运动学精度可靠性分析
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480619
Huiqing Chen, Xianxuan Li
{"title":"Reliability Analysis of Kinematics Accuracy for a Metamorphic Palletizing Robot Mechanism","authors":"Huiqing Chen, Xianxuan Li","doi":"10.1145/3480571.3480619","DOIUrl":"https://doi.org/10.1145/3480571.3480619","url":null,"abstract":"∗Metamorphic mechanisms have many configurations, which has the potential to be widely used in engineering. Kinematics reliability is the key to ensure their normal operation in practical application. In this paper, according to the 2-DOF open loop mechanism, the metamorphic palletizing robot mechanism is presented. Moreover, the kinematics analysis is carried out. Based on this, the failure function of kinematics accuracy failure is obtained. Then, the reliability model is established. Monte Carlo method based on neural network is used to calculate reliability of this model. In this method, a large number of data can be fitted from a limited set of data. The Monte Carlo method is applied to calculate the reliability on this basis in addition. The calculation process of the kinematics reliability of the mechanism is given in an example. The work of this paper provides a reference for the reliability research of metamorphic mechanism.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117309816","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
The application prospects of lead-free piezoelectric ceramics in the field of transducers 无铅压电陶瓷在换能器领域的应用前景
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480633
Shang-Yao Huang, Haixia Li, Jun Liu, Jun Tao, Otilia Manta
{"title":"The application prospects of lead-free piezoelectric ceramics in the field of transducers","authors":"Shang-Yao Huang, Haixia Li, Jun Liu, Jun Tao, Otilia Manta","doi":"10.1145/3480571.3480633","DOIUrl":"https://doi.org/10.1145/3480571.3480633","url":null,"abstract":"The core component of the most mature and reliable piezoelectric transducer in the transducer is the lead zirconate titanate piezoelectric ceramic containing a large amount of toxic lead. Therefore, it is hoped to develop a lead-free piezoelectric ceramic that is harmless to the human body and the environment to replace it. The three types of lead-free piezoelectric ceramics with the best performance are reviewed, including barium titanate(BT), potassium sodium niobate(KNN) and bismuth sodium titanate (BNT)ceramics. Compare the performance of lead zirconate titanate(PZT) ceramics, and put forward some suggestions for further improving the performance of lead-free piezoelectric ceramics.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128556968","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
Design and Realization of a Redundant Communication Ring Network of a PLC Control System PLC控制系统冗余通信环网的设计与实现
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480603
Yimin Zhou
{"title":"Design and Realization of a Redundant Communication Ring Network of a PLC Control System","authors":"Yimin Zhou","doi":"10.1145/3480571.3480603","DOIUrl":"https://doi.org/10.1145/3480571.3480603","url":null,"abstract":"∗With the continuous development of science and technology, industrial control network technology has been widely used in industrial automation control. Based on a Siemens PLC control system, this paper introduces the design and implementation process of the redundant communication ring network of the control system.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129249205","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 Task Scheduling Based on Particle Swarm Optimization Simulated Annealing Algorithm in Hybrid Cloud Environment 混合云环境下基于粒子群优化模拟退火算法的任务调度研究
Proceedings of the 6th International Conference on Intelligent Information Processing Pub Date : 2021-07-29 DOI: 10.1145/3480571.3480631
Bohuai Xiao, X. Xie, D. Han
{"title":"Research on Task Scheduling Based on Particle Swarm Optimization Simulated Annealing Algorithm in Hybrid Cloud Environment","authors":"Bohuai Xiao, X. Xie, D. Han","doi":"10.1145/3480571.3480631","DOIUrl":"https://doi.org/10.1145/3480571.3480631","url":null,"abstract":"In recent years, cloud computing has developed rapidly. Some problems exist in traditional schedule, such as inefficient task management and unreasonable resource allocation. To solve these problems, a particle swarm simulated annealing (PSO-SA) algorithm is proposed, which improves the inertia weight and learning factor, and redefines the adaptability function, thus effectively improving the task management in the hybrid cloud environment, and further improving the rational allocation of resources. The simulation experiments on the number of tasks and resources show that the performance of PSO-SA algorithm is enhanced after optimization.","PeriodicalId":113723,"journal":{"name":"Proceedings of the 6th International Conference on Intelligent Information Processing","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126455093","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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