Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing最新文献

Feature Analysis and Automatic Extraction for the 3D Point Cloud of the Sanitary Wares Body 卫生洁具体三维点云特征分析与自动提取

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577154

Jingqin Mu, Sheng Zhan, Wei Gao, Hongbo Zhang, Xianrui Deng

{"title":"Feature Analysis and Automatic Extraction for the 3D Point Cloud of the Sanitary Wares Body","authors":"Jingqin Mu, Sheng Zhan, Wei Gao, Hongbo Zhang, Xianrui Deng","doi":"10.1145/3577148.3577154","DOIUrl":"https://doi.org/10.1145/3577148.3577154","url":null,"abstract":"The determination of the type of Sanitary Wares Body (SWB) is the premise for glazing robot to intelligently choose the glazing operation mode. Traditional judgement is to sample SWB by the camera with Charge Coupled Device (CCD), however, it is necessary to build a dark room to overcome the influence of light and environment, which leads to expansion of production space and increasement of cost. For the purpose of getting over the complex circumstances, a new method for automatic extraction of the feature based on three-dimensional (3D) point cloud for SWB is put forward, which is lower demand to the light environment than two-dimensional (2D) image. There are three parts for this method: Firstly, five feature parameters of the appearance of SWB were analyzed such as length-width ratio and the number of the holes. Then after the point cloud data of SWB was captured by depth camera, preprocessing, segmentation, and projection to flat space were carried out. In the end, automatic extraction of feature parameters from grey scale image was accomplished. The experiment result showed that the parameters from point cloud were basically consistent with those from the product of sanitary wares. The approach may reduce the illumination requirement and save the production cost; Therefore, it is feasible to improve the intelligent level of ceramics process.","PeriodicalId":107500,"journal":{"name":"Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115501634","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 the Application of Unet with Convolutional Block Attention Module to Semantic Segmentation Task 卷积块注意模块Unet在语义分割任务中的应用研究

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577151

Xiaotong Fang

引用次数: 1

Methodology for Interoperability between Health Information Systems, for Information Management and Decision-Making 用于信息管理和决策的卫生信息系统之间互操作性的方法学

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577156

W. Auccahuasi, Sandra Meza, K. Rojas, Oscar Linares, Miryam Inciso-Rojas, Aly Auccahuasi, Edward Flores, E. Felix, J. Aybar, Tamara Pando-Ezcurra

{"title":"Methodology for Interoperability between Health Information Systems, for Information Management and Decision-Making","authors":"W. Auccahuasi, Sandra Meza, K. Rojas, Oscar Linares, Miryam Inciso-Rojas, Aly Auccahuasi, Edward Flores, E. Felix, J. Aybar, Tamara Pando-Ezcurra","doi":"10.1145/3577148.3577156","DOIUrl":"https://doi.org/10.1145/3577148.3577156","url":null,"abstract":"ICTS are revolutionizing not only the way of communication and interrelation between people, but also between information systems, in such a way that they allow the exchange of information between computer systems, a method will be developed to take advantage of the functionalities of the information systems dedicated to the health area, where information related to the health area can be shared, to improve the procedures related to decision making, which are vital in emergency situations, as in the case of an emergency care where it is required to know if the patient has some type of insurance or if he/she is allergic to certain medications, this information is important if an online consultation is made with the information systems. In this sense the information systems that work in the Health System, communicates with the information system of the insurance companies, to request the data of the insurance policy, as well as the hospital systems can communicate with the service providers to request medical supplies, among other applications, thanks to the interoperability, based on the XML communication standard that in its essence is the basis of the HL7 protocol, the results of the proposed methodology allow the interaction between systems, if as a development and application guide where you can create and read these messages based on XML, which can be applicable and scalable.","PeriodicalId":107500,"journal":{"name":"Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130499009","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

Judgment Model of Cock Reproductive Performance based on Vison Transformer 基于vision Transformer的公鸡繁殖性能判断模型

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577155

Xuhong Lin, Qian Yan, Caicong Wu, Yifei Chen

引用次数: 0

Existence and Uniqueness of Solution of Fractional FitzHugh-Nagumo System 分数阶FitzHugh-Nagumo系统解的存在唯一性

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577158

Xuyi Wu, Zhenqi Zhang

{"title":"Existence and Uniqueness of Solution of Fractional FitzHugh-Nagumo System","authors":"Xuyi Wu, Zhenqi Zhang","doi":"10.1145/3577148.3577158","DOIUrl":"https://doi.org/10.1145/3577148.3577158","url":null,"abstract":"The research of infinite dimensional dynamic system arose in the 1980s. With Mandelbrot's fractal theory, the theory of fractional calculus, as the basic tool of fractal theory, has been widely concerned and applied, which makes the theory of fractional calculus develop rapidly. In past decades, the fractional calculus theory has been widely used in many fields. The fractional differential equation model can more accurately simulate practical problems than the integer order model, which makes the fractional differential equation become the current research hotspot. However, it is difficult for us to obtain the explicit solution of most Nonlinear Fractional Ordinary Differential Equations. Therefore, the focus of the research on Fractional Ordinary differential equations has shifted to the geometric and topological properties of solutions. As an important part of studying lattice systems, attractors are used to describe the geometric and topological properties of solutions of lattice systems. At present, the research on the solutions of most fractional order lattice systems is only limited to discussing the existence of solutions in finite intervals. However, there have been few relevant results on the existence of solutions in the whole space of fractional order lattice systems. Therefore, it is meaningful to study the existence of solutions in the whole space of fractional order Fitzhugh Nagumo lattice systems.","PeriodicalId":107500,"journal":{"name":"Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116999022","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

Low-Cost Video System for the Monitoring Process in the Detection of Sleep Apnea 低成本视频监控系统在睡眠呼吸暂停检测中的应用

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577149

W. Auccahuasi, Sandra Meza, K. Rojas, Oscar Linares, Miryam Inciso-Rojas, Aly Auccahuasi, Edward Flores, E. Felix, J. Aybar, Tamara Pando-Ezcurra

{"title":"Low-Cost Video System for the Monitoring Process in the Detection of Sleep Apnea","authors":"W. Auccahuasi, Sandra Meza, K. Rojas, Oscar Linares, Miryam Inciso-Rojas, Aly Auccahuasi, Edward Flores, E. Felix, J. Aybar, Tamara Pando-Ezcurra","doi":"10.1145/3577148.3577149","DOIUrl":"https://doi.org/10.1145/3577148.3577149","url":null,"abstract":"In the process of detection and diagnosis of sleep apnea, we find multiple complex systems that perform the evaluation of the characteristic parameters of this pathology, such as heart rate monitoring, measurement of breathing rate, the presence of snoring, leg movement, among others. Each of them allows the identification of the degree of sleep APNEA. In the present work we present a low cost vision system for monitoring body movement when the person is sleeping, the system presented allows to evaluate the person at home, without the need to be in a specialized center, the connectivity of the equipment allows to evaluate the patient remotely, as well as allows an evaluation of the video recording, only in the case that the patient presents some characteristic movement, the system only records when the patient moves. The system can be applied and scaled depending on the required conditions. Accompanying the video recording we use smart watches to evaluate the levels of sleep, oxygen saturation and heart rate, as a result we present the data of the averages obtained to synchronize with the recording.","PeriodicalId":107500,"journal":{"name":"Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing","volume":"83 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128648293","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 the Identification Method of Dangerous Goods in Security Inspection Images Based on Deep Learning 基于深度学习的安检图像危险品识别方法研究

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577153

Yuan-Fang Li

引用次数: 0

Pneumonia image classification method based on improved convolutional neural network 基于改进卷积神经网络的肺炎图像分类方法

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577150

Yuyang Tan, Toe Teoh Teik

{"title":"Pneumonia image classification method based on improved convolutional neural network","authors":"Yuyang Tan, Toe Teoh Teik","doi":"10.1145/3577148.3577150","DOIUrl":"https://doi.org/10.1145/3577148.3577150","url":null,"abstract":"This is an exploration of the recognition technology of pneumonia pictures based on convolutional neural network technology. Among them, the recognition model used is based on the study of hundreds of real X-rays of lung pictures database, which contains not only lung pictures of real pneumonia patients, but also lung pictures of normal people. This article describes the most popular techniques of the moment, convolutional neural networks, which are widely used in areas such as image recognition or machine learning and are recognized by most people. This paper analyzes the specific implementation techniques of convolutional neural networks used, and uses some new methods to optimize and implement this algorithm, so as to achieve a better model structure and accuracy. Among them, with regard to the pooling layer, working between the convolutional layer and the final output layer, this paper compares various pooling methods and finally yields the maximum pooled neural network is more stable, and the average pooled neural network is more effective for large databases. The final use, pooling the resulting model accuracy is about 95% by maximum pooled neural network.","PeriodicalId":107500,"journal":{"name":"Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123729013","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

Methodology to carry out medical meeting online, based on low-cost solutions 开展在线医疗会议的方法学，基于低成本的解决方案

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577162

W. Auccahuasi, Sandra Meza, K. Rojas, Oscar Linares, Miryam Inciso-Rojas, Aly Auccahuasi, Edward Flores, E. Felix, J. Aybar, Tamara Pando-Ezcurra

{"title":"Methodology to carry out medical meeting online, based on low-cost solutions","authors":"W. Auccahuasi, Sandra Meza, K. Rojas, Oscar Linares, Miryam Inciso-Rojas, Aly Auccahuasi, Edward Flores, E. Felix, J. Aybar, Tamara Pando-Ezcurra","doi":"10.1145/3577148.3577162","DOIUrl":"https://doi.org/10.1145/3577148.3577162","url":null,"abstract":"One of the effects of the COVID-19 pandemic is the adaptation of most of the activities remotely or virtually, in the case of medical appointments, in the different specialties other than emergencies produced by COVID-19. Most of them continued in the format through online appointments. One of the important processes in medical evaluations is related to the so-called specialist boards, where special cases are evaluated, for which several physicians must be connected online, in addition to being able to make reports jointly. In this paper we develop a methodology to perform medical meetings of specialists, using a platform dedicated to the use in video games, through the DISCORD tool interconnectivity from various devices is performed, the results demonstrate the interactivity and applicability of the methodology, so it can be applied in different processes where interconnectivity between different devices and the concurrence of several users is required. We present a methodology to configure virtual appointment rooms, the results allow us to verify that the methodology can be replicated and scaled according to the needs.","PeriodicalId":107500,"journal":{"name":"Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133125926","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

Unsupervised Transfer Learning for Generative Image Inpainting with Adversarial Edge Learning 基于对抗边缘学习的无监督图像绘制迁移学习

Proceedings of the 2022 5th International Conference on Sensors, Signal and Image Processing Pub Date : 2022-10-28 DOI: 10.1145/3577148.3577152

Yiming Zhao, Yuxiang Zhang, Zishuo Sun

引用次数: 1