{"title":"Face Occlusion Detection Based on SSD Algorithm","authors":"Xu Ziwei, Zhang Liang, Pu Jingyu, Zhang Jinqian, Chen Hongling, Zhang Yiwen, Huang Xi, Xu Siyuan, Yu Haoyang","doi":"10.1109/ICEIEC49280.2020.9152335","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152335","url":null,"abstract":"In recent years, as an important technology in deep learning, target detection has been widely used in all aspects of life. Aiming at the problem of occlusions in face recognition, this paper adopts SSD (Single Shot MultiBox Detector) deep learning target detection algorithm to classify and locate face occlusions. The average precision of all categories (mAP) reached 95.46% through the self-built data set of 7 types of common face occlusion. Experiments show that this method can effectively detect the face occlusion, which provides a new idea for automatic intelligent face recognition and has a broad application prospect.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134001061","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}
{"title":"Research and Design of Secure Data Exchange Model Based on the Interactivity Environment of Energy Internet","authors":"Xiaojuan Guan, Wengao Fang","doi":"10.1109/ICEIEC49280.2020.9152333","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152333","url":null,"abstract":"With the development of Energy Internet technology, the contents of the external information network are more and more abundant. The data of various types of business systems is frequently interactive between intranet and external information network, but it also brings about lots of security risks. Aiming at the existing security problems, this paper presents a secure data exchange model based on proxy middleware, and the proxy middleware for the client and service is designed in detail. The methods for security filtering are mainly by SOAP digital signature, SOAP encryption, authentication, timestamp, sequence number tag, blacklist and white list, access control for methods, access control for time and so on. The aim is to achieve data encryption and data filtering for data exchange system and guarantee effectively the security of the data exchange system.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132538957","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}
{"title":"Suppress Sideband Radiation in Time-Modulated Linear Arrays by an Effective Hybrid Algorithm","authors":"Yan Liu, Yaming Zhang, S. Gao","doi":"10.1109/ICEIEC49280.2020.9152305","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152305","url":null,"abstract":"Time modulated linear arrays have attracted the attention of researchers for synthesizing low/ultralow sidelobes in recent past. In this article, CVX convex optimization toolbox and Invasive Weed Optimization are effectively combined to form a hybrid algorithm, the hybrid algorithm is presented to suppress the sideband radiation patterns of time modulated linear arrays. CVX convex optimization toolbox is used to optimize the pulse duration and IWO algorithm is used to optimize the switch-on time variables only. The sidelobe level in center frequency and sideband radiations in harmonic frequencies are all suppressed to desired values. Representative experimental results are presented and compared with existing literature solutions to assess the effectiveness of the proposed approach.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116582452","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}
Wenhao Xu, Tao Wang, Jixing Yang, Zhi Zhang, Junhao Jiang
{"title":"Design and Application of An Emergency Command Platform for Chemical Industrial Park","authors":"Wenhao Xu, Tao Wang, Jixing Yang, Zhi Zhang, Junhao Jiang","doi":"10.1109/ICEIEC49280.2020.9152228","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152228","url":null,"abstract":"The fire accident occurred in a chemical industrial park can be highly destructive and lead to catastrophic consequences. In this paper, an emergency command information platform was established to provide a strong technical support for risk prevention. The platform includes eight modules of preparedness management, emergency resource management, duty, emergency alarm, command and dispatch, comprehensive research and judgment, auxiliary analysis, and emergency decision-making. The system realizes the function of real-time monitoring, accident simulation, early warning, intelligent auxiliary decision-making, and robot rescue.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122340648","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}
Wei Li, Yong Dai, R. Liu, Yang Li, Jin Fan, Dayang Wang, Hao Cai
{"title":"Improved Security Schemes for LTE Power Wireless Private Communication System","authors":"Wei Li, Yong Dai, R. Liu, Yang Li, Jin Fan, Dayang Wang, Hao Cai","doi":"10.1109/ICEIEC49280.2020.9152240","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152240","url":null,"abstract":"LTE power wireless private network communication systems are widely adopted by the State Grid of China. In this paper, two improved security schemes for LTE power wireless private network communication system are proposed. Firstly, the security isolation scheme of wireless side network in LTE power wireless private network communication system is proposed. By setting two PLMNs in the power wireless communication system messages broadcast on the base station side, which corresponding to the production control area and management information area respectively, the two areas are identified to form a logical isolation. Secondly, by adding and assigning an access level to terminals of different services in the LTE power wireless private network communication system, the power service terminal realizes the access control of the network system, so as to achieve the access guarantee of some services under special conditions. These two improved schemes will be useful for the future in FDD system.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122709960","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}
{"title":"Combinatory Connection Network for Facial Expression Classification","authors":"Zhuochen Sun, Kexin Song","doi":"10.1109/ICEIEC49280.2020.9152212","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152212","url":null,"abstract":"Facial expression classification is important to the fields of computer vision, knowledge discovery, and human-computer interaction. Improving the accuracy of facial expression classification contributes to the development of safety, traffic, and recommendation. In this study, we proposed a Combinatory Connection Network, which called ComNet. In each layer, we divide the feature maps into different areas and then use the intra combinatory connection to learn more local information. Not only improving the accuracy of expression classification, but ComNet also has better performance in the case of less labeled samples. Between each layer, we use the inter combinatory connection to optimize the propagation of the gradient, which improves the accuracy of the network and reduces the generalization error. To verify the accuracy of the network, we performed experiments on the CK+ dataset to present the performance of the ComNet on facial expression classification tasks. We also experimented on other datasets to prove that ComNet is not only effective on specific datasets. A similar phenomenon was obtained.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125440511","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}
{"title":"Performance Analysis of A-MSDU and UDP in IEEE 802.11 Wireless Linear Multi-hop Network","authors":"Yunhai Guo, Zhengxiang Li, Zhanxin Yang","doi":"10.1109/ICEIEC49280.2020.9152319","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152319","url":null,"abstract":"IEEE 802.11 utilizes frame aggregation to reduce the MAC overhead and to increase the throughput. Frame aggregation technology is also used in linear multi-hop wireless networks to improve end-to-end system performance. We analyze the performance of the A-MSDU aggregation scheme in a wireless linear multi-hop network. Meanwhile, we also discussed the impact of UDP payload size on frame aggregation performance. A performance study using the discrete-event simulator ns-3 illustrates the changing of end-to-end throughput in different environments. We find that the A-MSDU mechanism can improve the performance of the multi-hop system to a certain extent, but it will also bring higher system delay and LPR. The latter often severely weakens the system performance in the case of a poor channel environment. Too high an LPR will cause a decrease in throughput. Therefore, we need to be careful when choosing whether to use the A-MSDU mechanism and the size of the A-MSDU Limit.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"94 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114300945","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}
{"title":"ICEIEC 2020 Table of Contents","authors":"","doi":"10.1109/iceiec49280.2020.9152367","DOIUrl":"https://doi.org/10.1109/iceiec49280.2020.9152367","url":null,"abstract":"","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131252391","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}
{"title":"Research on Fault Diagnosis Mechanism of Production Line Equipment Based on Semantic","authors":"Daoqu Geng, Xinshuai Fu","doi":"10.1109/ICEIEC49280.2020.9152301","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152301","url":null,"abstract":"At present, the fault diagnosis information of production line equipment has information dispersion, which is difficult to share and reuse. This paper proposes a diagnostic management system based on semantic knowledge, which diagnoses faults through ontology and rules. At the same time, the description of the uncertainty information in the fault diagnosis process is described. Introduce the fuzzy theory based on the analysis of ontology in the field of fault diagnosis. Experimental results prove that the method has a good fault diagnosis effect.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129636282","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}
{"title":"An Flexible Selection Framework for Constrained Differential Evolution","authors":"Xia Da-hai, Chen Dan, Deng Na, Xiong Cai-quan","doi":"10.1109/ICEIEC49280.2020.9152251","DOIUrl":"https://doi.org/10.1109/ICEIEC49280.2020.9152251","url":null,"abstract":"Constrained optimization problems(COPs) is an important type of optimization problems. The swarm intelligence optimization algorithms are used to solve the problem and have achieved good results. Differential evolution(DE) is one of the algorithms and many improved constrained differential evolution(CDE) algorithms are proposed. Most of these algorithms only consider the use of constraint technology in individual updating. But like unconstrained optimization, the algorithm needs to consider the superiority and inferiority of the individuals when selecting individuals to improve performance. In order to solve this problem, an flexible selection framework for CDE is proposed in this paper. The framework measures merits and demerits of the individual from two aspects:fitness and diversity. And a flexible control method is used to control tendency of these two aspects. Experimental results show that the method has achieved good results in both the original CDE and improved CDE.","PeriodicalId":352285,"journal":{"name":"2020 IEEE 10th International Conference on Electronics Information and Emergency Communication (ICEIEC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125731264","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}