2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)最新文献

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TCP/IP Protocol Security Problems and Defenses TCP/IP协议安全问题与防御
Zhi Kanmai
{"title":"TCP/IP Protocol Security Problems and Defenses","authors":"Zhi Kanmai","doi":"10.1109/ICHCI51889.2020.00033","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00033","url":null,"abstract":"With introduction to the uses of and all-round elaboration of the security issues of TCP/IP Protocols, this paper provides a theoretical analysis of the major security problems in the TCP/IP Protocol. TCP/IP Protocol, mainly designed for scientific research, has little consideration of security problems in its design. TCP/IP Protocol, which is widely applied in practice today, has become the standard for network communication protocols. This paper wishes to offer some reference for the building a secure information network environment in the future.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"84 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127450003","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: 3
ME-TCAM: Memory-Efficient Ternary Content Addressable Memory Based on Multipumping-Enabled LUTRAM on FPGA ME-TCAM:基于FPGA多抽运LUTRAM的高效内存三元内容可寻址存储器
Zilin Shi, Hui Yang, Rulin Liu, Jinli Yan, Peng Qiao, Baosheng Wang
{"title":"ME-TCAM: Memory-Efficient Ternary Content Addressable Memory Based on Multipumping-Enabled LUTRAM on FPGA","authors":"Zilin Shi, Hui Yang, Rulin Liu, Jinli Yan, Peng Qiao, Baosheng Wang","doi":"10.1109/ICHCI51889.2020.00016","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00016","url":null,"abstract":"Static random access memory (SRAM) on field programmable gate arrays (FPGAs) can be emulated to offer ternary content addressable memory (TCAM) functionality. However, SRAM-based TCAM wastes storage resources. This is due to the limited capacity of the physical addresses in the SRAM unit. This work proposes a LUTRAM-based TACM scheme on the FPGA called Memory-Efficient TCAM (ME-TCAM). METCAM divides SRAM unit into multiple virtual blocks mapping to a portion of the TCAM table to store the more address information of the TCAM table. Operation on SRAM block means that increasing the overall emulated TCAM bits/SRAM. Moreover, ME-TCAM exploits Xilinx primitives to conFigure lookup tables (LUTs) as 32$times$ 2 lookup table RAMs (LUTRAMs). We implement ME-TCAM using LUTRAM with a size of 512$times$ 48 and 1024$times$ 144 on a Virtex-7 FPGA device. Compared with the state-of-the-art research DUR, ME-TCAM achieves at least 2.6 times more memory efficiency.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132023955","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
Satellite images encryption Review 卫星图像加密综述
M. Al-Khasawneh, Waheeb Abu-ulbeh, Ahmad M. Khasawneh
{"title":"Satellite images encryption Review","authors":"M. Al-Khasawneh, Waheeb Abu-ulbeh, Ahmad M. Khasawneh","doi":"10.1109/ICHCI51889.2020.00034","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00034","url":null,"abstract":"Rapid expansion of digital communication and multimedia application has led to the wide usage of digital image processing in every aspect of life of mankind. These include the use of remote sensing, medical field, meteorology, communications, as well as intelligent robots, just to name a few. This has brought to the issue of security particularly within the domains of storage, communication, as well as transmission of digital data including audio, video and also image. One way to assure image data security is through encryption. The application of encryption can be seen in numerous domains including medical science, military, as well as geographic satellite images. Confidentiality, authenticity, security, privacy and also integrity of image data have become a vital issue for communication and storage of images, especially when dealing with the internet, a channel that is insecure. Accordingly, there have been countless technologies of satellite images encryption being introduced in the recent years. Relevantly, this paper will discuss the notion of cryptography and images encryption. Then, different techniques of satellite images encryption will be discussed and the works associated with each technique will be reviewed. Through the scrutiny of the behavior of a number of satellite images encryption algorithms, this paper will assist in the construction of future satellite images encryption techniques.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128770463","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
Structural Design and Finite Element Analysis of Household Multifunctional Treadmill 家用多功能跑步机结构设计及有限元分析
Li Ming, Pan Yang
{"title":"Structural Design and Finite Element Analysis of Household Multifunctional Treadmill","authors":"Li Ming, Pan Yang","doi":"10.1109/ICHCI51889.2020.00027","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00027","url":null,"abstract":"With the increasing pressure of urban life, people's physical quality shows a significant downward trend. Obesity has become a health \"killer\" that cannot be ignored in today's society. The popularity of treadmill has become the first choice for people to improve their physical quality and reduce fat and weight in limited space and limited environmental conditions. This paper describes the design process of the treadmill, puts forward the matters needing attention in the design process of the treadmill, and analyzes the rationality of the relationship between the treadmill and the user. In order to design a fitness equipment to meet the needs of family sports, based on the basic modeling of treadmill, combined with the characteristics of home products, the structure of household multifunctional treadmill was designed by using the ergonomic theory of fitness equipment and industrial design knowledge. At the same time, the finite element simulation software is used to analyze the statics of the components of the household multifunctional treadmill. The results show that the structural strength of the home type multifunctional treadmill is qualified. The function integration of fitness equipment and home products can provide reference for the development of family sports fitness equipment.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"21 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131124157","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
Dynamic Resource Prediction in Cloud Computing for Complex System Simulatiuon: A Probabilistic Approach Using Stacking Ensemble Learning 面向复杂系统仿真的云计算动态资源预测:一种基于堆叠集成学习的概率方法
Shuai Wang, Yiping Yao, Yuhao Xiao, Huilong Chen
{"title":"Dynamic Resource Prediction in Cloud Computing for Complex System Simulatiuon: A Probabilistic Approach Using Stacking Ensemble Learning","authors":"Shuai Wang, Yiping Yao, Yuhao Xiao, Huilong Chen","doi":"10.1109/ICHCI51889.2020.00050","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00050","url":null,"abstract":"Dynamic resource prediction in cloud computing can provide support for allocating resources required by complex system simulation (CSS) on demand, which can improve the simulation performance and resource utilization. However, the resource requirements have strong volatility because of the dynamic changes of simulation entities in the CSS applications, and few limited dynamic prediction models can predict the resource with strong volatility. In this study, a probabilistic approach using stacking ensemble learning, which integrates random forest, long short-term memory networks, linear regression, and Gaussian process regression, is proposed to predict the cloud resources required by the CSS applications. The proposed approach can quantify the uncertainty information in the cloud resource prediction. Experiments show that the proposed probabilistic approach using stacking ensemble learning can achieve better performance compared with other resource prediction approaches.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131279902","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: 3
Multi-Depth Learning with Multi-Attention for fine-grained image classification 面向细粒度图像分类的多关注多深度学习
Zuhua Dai, Hongyi Li, Kelong Li, Anwei Zhou
{"title":"Multi-Depth Learning with Multi-Attention for fine-grained image classification","authors":"Zuhua Dai, Hongyi Li, Kelong Li, Anwei Zhou","doi":"10.1109/ICHCI51889.2020.00052","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00052","url":null,"abstract":"Compared with the traditional image classification task, fine-grained image classification has the difficulty of small differences between classes and large differences within classes. In view of this difficulty, attention proposal has been widely used in fine-grained image classification. However, traditional attention proposal has to localize first and then processing. Model needs to run step by step and the attention focusing method is single. This paper proposed a model (MAMDL, Multi-Attention-Multi-Depth-Learning) which combines multiple attention mechanisms and multi network parallel learning. The advantage of MAMDL is that it can first learn end-to-end. Secondly, the multiple attention mechanisms can effectively combine four attention mechanisms to improve the network’s ability to process local features. Finally, this paper focuses on the attention found in the backbone network, Feature extraction from branch convolution neural networks with different depths enhances the classification performance of the model. The experimental results show that MAMDL outperforms mainstream fine-grained image classification methods on the fine-grained image classification dataset CUB-200, Stanford dogs and Stanford cars.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132915569","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 Research on Experience System of Ceramic Art Based on Virtual Reality 基于虚拟现实的陶瓷艺术体验系统设计研究
Xiaoping Zhou, Yanmin Liu, Xiaodong Yang
{"title":"Design Research on Experience System of Ceramic Art Based on Virtual Reality","authors":"Xiaoping Zhou, Yanmin Liu, Xiaodong Yang","doi":"10.1109/ICHCI51889.2020.00026","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00026","url":null,"abstract":"It is a new subject to apply virtual reality technology to the experience of ceramic art. Based on the analysis of the characteristics of virtual reality, such as multi sensibility, interactivity, non-sequence and spatial extensibility, this paper discusses the role of virtual reality technology in ceramic art experience system, and thinks that virtual reality technology has very important practical significance for ceramic art experience. This paper analyzes the principles and key points of ceramic art experience system design, and gives the technology route of ceramic art experience system design based on virtual reality, including establishing experience system model, building interactive function and publishing system in internet. The test results show that the ceramic art experience system based on VR brings higher degree of completion, immersion and more interest and operability to users.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"255 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133240818","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 E-commerce Recommendation System Model Based on User Clustering 基于用户聚类的电子商务推荐系统模型的设计与实现
Zhong Ying, S. Yuan
{"title":"Design and Implementation of E-commerce Recommendation System Model Based on User Clustering","authors":"Zhong Ying, S. Yuan","doi":"10.1109/ICHCI51889.2020.00064","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00064","url":null,"abstract":"Under the general trend of mobile Internet, more and more industries began to change from traditional business model to e-commerce, which made the scale of e-commerce in China expand rapidly. E-commerce recommendation system provides users with commodity information and suggestions on the basis of understanding and learning customers’ needs and preferences, recommends products that may be of interest to users, and helps users complete the purchase process. Collaborative filtering is the most widely used and successful recommendation technology in the recommendation system. However, with the increase of the number of users and commodities in the e-commerce system, the time spent searching the nearest neighbor of the target user in the whole user space also increases sharply, which leads to the decline of system performance. In this paper, a cooperative recommendation implementation method based on user clustering is proposed. Users are clustered based on their scores of commodity categories, and only users’ nearest neighbors are searched in the categories to which they belong, so as to search as many nearest neighbors as possible in as little user space as possible.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133445686","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
The Role of Artificial Intelligence and the Internet of Things in the Development of Medical Radiology (An Experimental Study on Magnetic Resonance Imaging) 人工智能和物联网在医学放射学发展中的作用(磁共振成像实验研究)
Mohammad Khalaf Daoud, M. Otair
{"title":"The Role of Artificial Intelligence and the Internet of Things in the Development of Medical Radiology (An Experimental Study on Magnetic Resonance Imaging)","authors":"Mohammad Khalaf Daoud, M. Otair","doi":"10.1109/ICHCI51889.2020.00011","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00011","url":null,"abstract":"This study presented a new technology in the medical radiology sector through artificial intelligence and the Internet of things, and the study provided applicable experiments on the magnetic resonance imaging device that lead to real, error-free diagnostic results based on the introduction of artificial intelligence techniques Reading and analyzing the images with the standard anatomy stored in them and providing a report Detailed information about the patient's condition.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133640101","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
Modeling and Simulation of Network-on-Chip Routing Algorithm Based on OPNET 基于OPNET的片上网络路由算法建模与仿真
Fei Li, Wanjia Gao, Liangchang Chen, Wenyi Liu
{"title":"Modeling and Simulation of Network-on-Chip Routing Algorithm Based on OPNET","authors":"Fei Li, Wanjia Gao, Liangchang Chen, Wenyi Liu","doi":"10.1109/ICHCI51889.2020.00075","DOIUrl":"https://doi.org/10.1109/ICHCI51889.2020.00075","url":null,"abstract":"When a large amount of data floods into the network, the traditional routing algorithm of the Network-onChip will cause network congestion due to the selection of the same path, which will seriously affect the transmission and realtime performance of the data. Based on that, this paper proposes an efficient adaptive routing algorithm to avoid the situation. In this paper, the binary tree topology was improved. Then this paper uses OPNET simulation software to model the improved routing algorithm in three layers, and performs simulation experiments on the model. The evaluations show that the simulation results of the algorithm meet the expectations, and the algorithm can select the shortest path for the packets flooding into the network, which avoiding network congestion. The endto-end delay is 48s less than the traditional routing algorithm, and the real-time performance is higher. This research can effectively avoid network congestion when there is a mass of data in the network.","PeriodicalId":355427,"journal":{"name":"2020 International Conference on Intelligent Computing and Human-Computer Interaction (ICHCI)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134436326","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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