L. Mao, Zimin Jin, Mingtao Zhao, Jianwei Tao, Yingjie Zheng
{"title":"Research on the Appearance Performance of Mosquito-proof Wormwood Polyester Seamless Knitted Fabric","authors":"L. Mao, Zimin Jin, Mingtao Zhao, Jianwei Tao, Yingjie Zheng","doi":"10.1109/ISCID51228.2020.00020","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00020","url":null,"abstract":"In this paper, wormwood extract was selected as the raw material of repellent and added into polyester spinning stock solution to prepare the sample of bamboo polyester mosquito proof yarn.Then the appearance performance of fabrics were studied to test whether the comprehensive anti mosquito fabric can maintain the original appearance characteristics in use. Taking the arrangement ratio of ordinary yarn and mosquito-proof yarn in the face, fabric structure, ordinary raw material in the face yarn,the raw material in the bottom yarn as fabric specifications test factors, the weaving scheme of 12 mosquito-proof fabrics were determined according to the level additional test. The relationship between fabric drapability, fabric wrinkle resistance, fabric pilling resistance was studied by orthogonal experiment. The results show that ordinary raw material in the face yarn has the greatest influence on the fabric drapability, the arrangement ratio of the face has the least effect on the fabric wrinkle resistance, and the arrangement ratio of the face has the greatest influence on the fabric pilling resistance, so as to find out the fabric design technology with better fabric drapability, fabric wrinkle resistance and fabric pilling resistance, which provides a favorable basis for the develpoment of mosquito-proof wormwood polyester seamless knitted fabrics.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"112 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":"133854302","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":"Visualization Analysis for Articles Published in the Journal of Medical Education Online from 2010 to 2019 based on Citespace","authors":"Yun Xu","doi":"10.1109/ISCID51228.2020.00080","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00080","url":null,"abstract":"Object: To understand the development process, hotspots and trends of international medical education research and provide references for medical education research in future; Methods: Retrieve academic papers published by Medical Education Online from 2010 to 2019, and use bibliometrics and graph theory of scientific knowledge to perform statistics and analysis on the papers; Results: A total of 412 papers were included, and the number of papers published was between 18 and 75 each year. The institution with the largest number of papers published by the University of California, Formed a team of multiple core authors. The citation rate of the paper is 86.7%, the average number of citations is 7.63 times, the H-index index is 22, and there are 27 keywords with a frequency of 5 times; Conculsion: High-level universities pay more attention to medical education research, publish a large number of papers and form multiple research teams; medical education research covers a wide range, high simulation simulation, teaching evaluation and feedback, pediatric residency training, transition care skills. are hot topics of research; the content of medical education research is constantly evolving. Undergraduate medical education is the most central frontier field. Professional literacy, standardized patients, online education, academic performance, and educational continuity are also important frontier fields","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"56 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":"116950812","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":"Nondestructive Detection of Masson Pine Seedlings Morphological Indexes based on 3D-Reconstruction and SVR","authors":"Yurong Li, Y. Liu, Chaorong Ni, Yeqi Fei","doi":"10.1109/ISCID51228.2020.00084","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00084","url":null,"abstract":"China's forest area is wide, and the plantation area ranks first in the world. Masson Pine is one of the widely distributed afforestation varieties of trees in China. Obtaining morphological indexes of Masson Pine seedlings is helpful to select excellent afforestation seedlings and further improve the afforestation effect of seedlings. In order to realize the rapid and accurate evaluation of morphological indexes of Masson Pine seedlings a set of nondestructive detection system for morphological indexes of Masson Pine seedlings was designed, which integrated machine vision technology and machine learning technology. Firstly, an image acquisition hardware experimental platform is established and the camera is calibrated; then the software system performs preprocessing, image correction, stereo matching and other operations on the collected seedling image sequence to obtain the spatial point cloud information of the seedlings; finally, the three-dimensional model of Masson Pine seedlings is obtained after reconstructing the surface of the spatial point cloud by using the triangulation algorithm; and then the relevant SVR calculation is used to calibratte the accurate morphological indexes of Masson Pine seedlings quickly and non destructively.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"2 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":"116174947","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}
Miao Jin, Xiwen Chen, Guoshu Lai, Zhiwei Guo, Tianfu Huang, Zhuo Chen, Quan Wang, Jin-tao Fu, Gaoning Nie, Jun Zhang
{"title":"Glove detection system based on VGG-16 network","authors":"Miao Jin, Xiwen Chen, Guoshu Lai, Zhiwei Guo, Tianfu Huang, Zhuo Chen, Quan Wang, Jin-tao Fu, Gaoning Nie, Jun Zhang","doi":"10.1109/ISCID51228.2020.00045","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00045","url":null,"abstract":"Electric power enterprises play an important role in construction and development of country. Generally, the work environments of Power Grid are in high-altitude and high-voltage. In order to ensure reliable operation of national power grid and the safety of workers, workers must wear appropriate equipment to ensure safety. At present, there are few studies on workers wearing gloves. To solve this problem, we propose glove detection system based on VGG-16 network. Cameras obtain images monitored workers in real time and transmit images to the glove detection system for detecting. If it is found that workers are not wearing gloves safely, the warning is given. Because there is no dataset about gloves, we created our own dataset. Through experiments, our system achieves 84.75% accuracy, 88.67% precision and 27% false alarm rate on our dataset.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"23 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":"123440107","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":"A Novel Optimization Algorithm Inherited From Gravitational and Spherical Search Dynamics","authors":"Zhentao Tang, Kaiyu Wang, Jiarui Shi, Sichen Tao, Yuki Todo, Shangce Gao","doi":"10.1109/ISCID51228.2020.00027","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00027","url":null,"abstract":"The meta-heuristic is becoming important in the field of modern optimization, and gained more and more attention. In the past thirty years there has been a wide range of meta-heuristic, such as gravitational search algorithm (GSA), has achieved a great success. Spherical search (SS) is the one of newest proposed meta-heuristic algorithms. SS performs search effectively in exploration, but due to the lack of local exploitation ability, it converges slowly and can’t exploit the small region around the current promising solution. This paper proposes a novel optimization algorithm, namely SSGSA, which is inherited from the SS and GSA to combine the effective exploration and exploitation of each algorithm, respectively. To evaluate the effectiveness of SSGSA, we compared it with the original SS, original GSA, particle swarm optimization, and whale optimization algorithm on the IEEE CEC’17 benchmark function suit. Experimental results show that the proposed new method outperforms its competitors in terms of convergence speed and solution accuracy.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"53 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":"130480899","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}
Xinyue Zhou, Yuman Nie, Yaoxiong Wang, Pingguo Cao, M. Ye, Yuanyang Tang, Zhou Wang
{"title":"A Real-time and High-efficiency Surface Defect Detection Method for Metal Sheets Based on Compact CNN","authors":"Xinyue Zhou, Yuman Nie, Yaoxiong Wang, Pingguo Cao, M. Ye, Yuanyang Tang, Zhou Wang","doi":"10.1109/ISCID51228.2020.00064","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00064","url":null,"abstract":"Surface defect detection has received increased attention in the quality control of industrial products. It is an urge need to develop a real-time, high-efficiency defect detection algorithm on automatic detection equipment. The traditional image processing method based on connected domain does not meet the throughput requirement and cost huge efforts. In this paper, A novel detection algorithm based on compact convolutional neural network (CNN) is applied to confirm the defect's existence in the target region of an image. Experimental results show that our proposed compact CNN detection kernel finishes in 7ms per image and it achieves 8.57x speedup when compared to the traditional image processing method. Our compact CNN-based real-time processing pipeline also achieves 96.85% detection accuracy rate, which is more accurate and robust than human detection and traditional image processing algorithms. For the whole image processing pipeline, it achieves 1.79x throughput improvement in terms of image per second and higher efficiency in terms of out-of-pocket cost.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"15 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":"126366772","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":"Eye Movement Experiment Research on Users’ Aesthetic Preferences of Car Seats","authors":"Yanan Huang, Weilin Ma, Yuan Yang","doi":"10.1109/ISCID51228.2020.00075","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00075","url":null,"abstract":"Aesthetic preference of car seat styling is a valuable research topic. However, limited empirical research is available in this field. Using eye tracking and subjective questionnaire methods, Users’ aesthetic preferences to car seat styling were studied with 20 participants in this paper. After comprehensive analysis of the subjects’ eye movement data and subjective questionnaire data, the results show that the car seats are most likely to be loved with transverse and moderately complex sewing lines.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"109 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":"123077859","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":"A Document Processing Scheme for Journal Submissions Based on Locality Sensitive Hashing and Scale-invariant Feature Transform","authors":"Dezhi Wu, Peng Shi, Liang Xu, Hongya Wang","doi":"10.1109/ISCID51228.2020.00069","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00069","url":null,"abstract":"This paper proposes a blockchain-based document processing scheme that can be used in the journal submission system. The Hash algorithm and Merkle tree are used to realize the immutability of information; the interplanetary file system (IPFS) and asymmetric encryption are used to realize document storage and sharing. Through the Local Sensitive Hash Algorithm (LSH) and SIFT algorithm to achieve multiple submission recognition. The solution has the characteristics of decentralization, security and credibility, and cannot be tampered with at will. It can realize multi-platform data sharing and decentralized processing without revealing the original text, and can realize the identification of multiple submissions of the same paper in different journals.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"27 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":"121789162","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":"Design and Realization of Non-radix-2 FFT Prime Factor Processor for 5G Broadcasting in Release 16","authors":"Jingxin Dai, Hang Yin","doi":"10.1109/ISCID51228.2020.00098","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00098","url":null,"abstract":"In the newly frozen Release 16 standard of 3GPP, in order to expand the application scenarios of 5G broadcasting, a new parameter set is added to the physical layer, and a Fourier transform of non-base 2 prime factors is required. This paper proposes an optimization framework based on prime factorization algorithm and hybrid base algorithm in response to the needs of the new parameter set of the 5G broadcast physical layer. A flexible and efficient double-precision floating-point number mixed base 2n*3m -point FFT vector processor is designed. Experimental results show that the FFT vector processing algorithm designed in this paper has the advantages of flexible calling and simple structure, and has a good application prospect in the design of 5G broadcasting systems.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"21 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":"128082488","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":"The Water Quality Online Monitoring System Based on Wireless Sensor Network","authors":"Q. Bai, Jiahao Wu, C. Jin","doi":"10.1109/ISCID51228.2020.00059","DOIUrl":"https://doi.org/10.1109/ISCID51228.2020.00059","url":null,"abstract":"Due to the poor real-time performance of water quality monitoring, secondary pollution, high cost and other issues, this paper proposes to use wireless sensor network technology to design a water quality monitoring system. The system has strong real-time, online monitoring functions, and acquires multiple parameter data that affect water quality, timely and accurately monitor water quality information, prevent water environmental pollution, reduce the impact of water pollution, and meet the requirements of efficient and intelligent water quality.","PeriodicalId":236797,"journal":{"name":"2020 13th International Symposium on Computational Intelligence and Design (ISCID)","volume":"147 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":"131928129","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}