Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00037
Gao Jing, Zhou Xinyu, Wang Hongjiang, Gao Yang
The Red Cultural Exhibition Hall is an important manifestation of party building in colleges and universities. Based on the VR vision, this article discusses and integrates the effective connection and integration of party building in colleges and universities, the construction of red cultural exhibition halls and the VR system, in order to further promote the selection of the network information path of the red culture construction, and propose solutions to promote the further party building and red culture system work in colleges and universities to break through the limitations of time and space and become more efficient and perfect.
{"title":"Research and Realization of the Virtual Reality System of the Red Culture Exhibition Hall in Colleges","authors":"Gao Jing, Zhou Xinyu, Wang Hongjiang, Gao Yang","doi":"10.1109/ICCST53801.2021.00037","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00037","url":null,"abstract":"The Red Cultural Exhibition Hall is an important manifestation of party building in colleges and universities. Based on the VR vision, this article discusses and integrates the effective connection and integration of party building in colleges and universities, the construction of red cultural exhibition halls and the VR system, in order to further promote the selection of the network information path of the red culture construction, and propose solutions to promote the further party building and red culture system work in colleges and universities to break through the limitations of time and space and become more efficient and perfect.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"146 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134475325","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00011
Yaqing Liang, Yiqi Wang
Virtual reality is a computer simulation system developed based on computer graphics and human-computer interaction technology. With the progress of science and technology, virtual reality has made great progress and brought changes to the way of social production and communication. This paper summarizes the development history of virtual reality and related display technology, and then analyzes the main application of virtual reality display technology. The application of virtual reality display technology in social contact was investigated by means of questionnaire survey. The results show that virtual reality display technology has been widely used in young people’s social contact and enhanced their experience in social contact.
{"title":"Investigation on the Influence of Virtual Reality Displays on People’s Interaction","authors":"Yaqing Liang, Yiqi Wang","doi":"10.1109/ICCST53801.2021.00011","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00011","url":null,"abstract":"Virtual reality is a computer simulation system developed based on computer graphics and human-computer interaction technology. With the progress of science and technology, virtual reality has made great progress and brought changes to the way of social production and communication. This paper summarizes the development history of virtual reality and related display technology, and then analyzes the main application of virtual reality display technology. The application of virtual reality display technology in social contact was investigated by means of questionnaire survey. The results show that virtual reality display technology has been widely used in young people’s social contact and enhanced their experience in social contact.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"220 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129003265","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00135
Lanxiao Xin, Zhixiang Fang
Digital back-feeding helps to bridge the intergenerational digital divide to a certain extent. This paper adopts the qualitative research method to investigate the changes in the identity and construction of the elderly brought by digital back-feeding. The results show that the elderly can present themselves and obtain emotional satisfaction through digital back-feeding, and their cognition of self-identity tends to be young. The change of family identity is mainly reflected in the breaking of the inherent concept of “father guides son” and the elimination of the authority of the elderly in the digital back-feeding. The acquisition of media use skills through digital feedback also reshapes the digital social identity of the elderly and enables them to connect with society.
{"title":"The Identity and Construction of the Elderly in Digital Back-feeding","authors":"Lanxiao Xin, Zhixiang Fang","doi":"10.1109/ICCST53801.2021.00135","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00135","url":null,"abstract":"Digital back-feeding helps to bridge the intergenerational digital divide to a certain extent. This paper adopts the qualitative research method to investigate the changes in the identity and construction of the elderly brought by digital back-feeding. The results show that the elderly can present themselves and obtain emotional satisfaction through digital back-feeding, and their cognition of self-identity tends to be young. The change of family identity is mainly reflected in the breaking of the inherent concept of “father guides son” and the elimination of the authority of the elderly in the digital back-feeding. The acquisition of media use skills through digital feedback also reshapes the digital social identity of the elderly and enables them to connect with society.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127864364","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00039
Guobin Peng, Jiajia Zhang, Xudong Pi
The protection and spread of intangible cultural heritage bears the features of the living environment and regional culture of China’s ethnic minorities. With the successful accomplishment of poverty alleviation, the status quo, protection and dissemination of intangible cultural heritage has become the focus of poverty alleviation consolidation. There is a variety of unique intangible cultural heritage in Yao region in Hezhou, Guangxi. Based on the analysis of the status quo of intangible cultural heritage and spreading strategy in Hezhou, Guangxi in the context of consolidating poverty alleviation, we need to fully integrate intangible cultural heritage with the special function of consolidating poverty alleviation, explore the inheritance and protection of intangible cultural heritage and its spreading strategies, promote the continuous spread of intangible cultural heritage, build up the brand awareness of regional culture and art in the Yao area, and comprehensively enhance its cultural soft power and economic strength.
{"title":"Research on the Status Quo of Intangible Cultural Heritage and Its Spreading Strategies in the Context of Consolidating Poverty Alleviation","authors":"Guobin Peng, Jiajia Zhang, Xudong Pi","doi":"10.1109/ICCST53801.2021.00039","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00039","url":null,"abstract":"The protection and spread of intangible cultural heritage bears the features of the living environment and regional culture of China’s ethnic minorities. With the successful accomplishment of poverty alleviation, the status quo, protection and dissemination of intangible cultural heritage has become the focus of poverty alleviation consolidation. There is a variety of unique intangible cultural heritage in Yao region in Hezhou, Guangxi. Based on the analysis of the status quo of intangible cultural heritage and spreading strategy in Hezhou, Guangxi in the context of consolidating poverty alleviation, we need to fully integrate intangible cultural heritage with the special function of consolidating poverty alleviation, explore the inheritance and protection of intangible cultural heritage and its spreading strategies, promote the continuous spread of intangible cultural heritage, build up the brand awareness of regional culture and art in the Yao area, and comprehensively enhance its cultural soft power and economic strength.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127838124","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00132
Yuejian Zhu, Hanxi Wang
Relevant surveys indicate that the existing websites of digital cultural centers generally have three problems: insufficient user interaction, small number of users, and low user stickiness. Based on the three problems, this paper proposes the concept of open creation of virtual resources for digital cultural centers; divides the open creation function modules into three systems: an open system for literary and artistic creation/performance/collection, an open system for digital cultural resources creation, and a micro-copyright authorization and tracking system; and designs the open production process for each system module.
{"title":"Construction of Open Creation Model for Digital Cultural Center","authors":"Yuejian Zhu, Hanxi Wang","doi":"10.1109/ICCST53801.2021.00132","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00132","url":null,"abstract":"Relevant surveys indicate that the existing websites of digital cultural centers generally have three problems: insufficient user interaction, small number of users, and low user stickiness. Based on the three problems, this paper proposes the concept of open creation of virtual resources for digital cultural centers; divides the open creation function modules into three systems: an open system for literary and artistic creation/performance/collection, an open system for digital cultural resources creation, and a micro-copyright authorization and tracking system; and designs the open production process for each system module.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129749128","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00105
Pengpeng Liu, Guixuan Zhang, Hu Guan, Jie Liu, Shuwu Zhang, Zhi Zengi
Relative pose estimation for human scans enjoys a promising prospect. However, most existing methods mainly focus on indoor or outdoor scenes, requiring considerable overlap between the inputs. We present a technique for estimating the relative pose whatever the overlap between the human RGB- D input scans is. For non-overlapping scans, the insight is to take advantage of the underlying human geometry prior as much as possible. We utilize the implicit function model for human reconstruction, enriching abundant hidden cues for unseen regions, then we use the completed human geometry to get a stable pose estimation. Our evaluation shows that our approach outperforms considerably than standard pipelines in non-overlapping setting, without compromising performance over overlapping input scans.
{"title":"Relative Pose Estimation for RGB-D Human Input Scans via Human Completion","authors":"Pengpeng Liu, Guixuan Zhang, Hu Guan, Jie Liu, Shuwu Zhang, Zhi Zengi","doi":"10.1109/ICCST53801.2021.00105","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00105","url":null,"abstract":"Relative pose estimation for human scans enjoys a promising prospect. However, most existing methods mainly focus on indoor or outdoor scenes, requiring considerable overlap between the inputs. We present a technique for estimating the relative pose whatever the overlap between the human RGB- D input scans is. For non-overlapping scans, the insight is to take advantage of the underlying human geometry prior as much as possible. We utilize the implicit function model for human reconstruction, enriching abundant hidden cues for unseen regions, then we use the completed human geometry to get a stable pose estimation. Our evaluation shows that our approach outperforms considerably than standard pipelines in non-overlapping setting, without compromising performance over overlapping input scans.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127344079","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00124
Zelin Song, Xiaoyu Wu, Jiayao Qian
Image classification is an important research topic in the computer vision area. The classification task of small data volume, large number of classes, smaller differences between classes and larger differences within classes has always been a challenge. And this article aims to study and discuss such problems, using three methods: ResNets, EfficientNet and MoCo V2 for experiment and continuous optimization, and got the following results: The accuracy rate of ResNets classification is 0.43, of EfficientNet classification is 0.47, and of MoCo V2 classification, it is 0.62.
{"title":"Research on the problem of image multi-classification","authors":"Zelin Song, Xiaoyu Wu, Jiayao Qian","doi":"10.1109/ICCST53801.2021.00124","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00124","url":null,"abstract":"Image classification is an important research topic in the computer vision area. The classification task of small data volume, large number of classes, smaller differences between classes and larger differences within classes has always been a challenge. And this article aims to study and discuss such problems, using three methods: ResNets, EfficientNet and MoCo V2 for experiment and continuous optimization, and got the following results: The accuracy rate of ResNets classification is 0.43, of EfficientNet classification is 0.47, and of MoCo V2 classification, it is 0.62.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123524589","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00113
Feng Qing, Yan Wang, Yantong Zhang
The paper introduces the complex network theory into the program influence evaluation system. We collect relevant data of the variety shows on Tencent Video Platform from 2016-2021 and establish the program comprehensive influence algorithm program. The comprehensive influence consists of two direct and indirect parts, the direct influence is calculated from the total view counts, the comments in the latest issue, and the fans of the official program account. The indirect influence is calculated by PageRank, LeaderRank and TimedPageRank through the program page. The results obtained by the algorithm shows that the output of highly influential variety shows has increased in recent years. Even though COVID-19 in 2020 reduced the total production of variety shows, it still produces a relatively high proportion of influential programs. High influence programs are mainly “Develop” and “Game” programs, “Cultural” programs rank low. Inspire our need to strengthen the content production and value concept guidance of the variety show market, and deepen the content innovation and reform of the “Cultural” programs themselves.
{"title":"Research on the Evaluation of Program Influence Based on PageRank Algorithm","authors":"Feng Qing, Yan Wang, Yantong Zhang","doi":"10.1109/ICCST53801.2021.00113","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00113","url":null,"abstract":"The paper introduces the complex network theory into the program influence evaluation system. We collect relevant data of the variety shows on Tencent Video Platform from 2016-2021 and establish the program comprehensive influence algorithm program. The comprehensive influence consists of two direct and indirect parts, the direct influence is calculated from the total view counts, the comments in the latest issue, and the fans of the official program account. The indirect influence is calculated by PageRank, LeaderRank and TimedPageRank through the program page. The results obtained by the algorithm shows that the output of highly influential variety shows has increased in recent years. Even though COVID-19 in 2020 reduced the total production of variety shows, it still produces a relatively high proportion of influential programs. High influence programs are mainly “Develop” and “Game” programs, “Cultural” programs rank low. Inspire our need to strengthen the content production and value concept guidance of the variety show market, and deepen the content innovation and reform of the “Cultural” programs themselves.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"423 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115929659","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00102
Junbao Zheng, Sizhe Zhang, Chenke Xu
Super-pixel segmentation algorithms are widely used in the preprocessing steps for computer vision applications. A crucial aspect of Super-pixel segmentation is preserving structure boundaries. However, in many images with complex structures, the contrast between foreground and background are very low, which becomes a challenge for Super-pixel segmentation. In this paper, we introduce a new method to evaluate local brightness and darkness for gray images. Then, we use local brightness and darkness information to enhance the weak structure boundary for Super-pixel segmentation. Furthermore, we also introduce a Super-pixel merging method for SLIC to eliminate numbers of Super-pixel blocks, especially nearby the boundaries between different objects. The experimental results show the proposed algorithm makes Super-pixels adhere to object boundaries better and improve the over-segmentation.
{"title":"Multi-Iterative Superpixel Segmentation based on Local Brightness and Darkness Information","authors":"Junbao Zheng, Sizhe Zhang, Chenke Xu","doi":"10.1109/ICCST53801.2021.00102","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00102","url":null,"abstract":"Super-pixel segmentation algorithms are widely used in the preprocessing steps for computer vision applications. A crucial aspect of Super-pixel segmentation is preserving structure boundaries. However, in many images with complex structures, the contrast between foreground and background are very low, which becomes a challenge for Super-pixel segmentation. In this paper, we introduce a new method to evaluate local brightness and darkness for gray images. Then, we use local brightness and darkness information to enhance the weak structure boundary for Super-pixel segmentation. Furthermore, we also introduce a Super-pixel merging method for SLIC to eliminate numbers of Super-pixel blocks, especially nearby the boundaries between different objects. The experimental results show the proposed algorithm makes Super-pixels adhere to object boundaries better and improve the over-segmentation.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126018009","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}
Pub Date : 2021-11-01DOI: 10.1109/ICCST53801.2021.00067
Mengqiu Dou, Zhiguo Hong, Minyong Shi
The growth of weeds in the fields is one of the important factors affecting crop yields. Timely detection and controlling of weeds have a great positive effect on the healthy growth of crop seedlings. Identifying the types of weeds correctly can effectively improve the efficiency of weed removal. Convolutional neural network is a good method for the detection of weed seedlings. With a suitable convolutional neural network model, the types of seedlings can be classified through pictures, which improves the efficiency of agricultural work greatly. This paper constructs a convolutional neural network model based on MobileNet and TensorFlow. The model is trained by inputting pictures of crops and weeds seedlings in 12 different types. The training model is evaluated with performance of 96.88% in identifying seedling types. Due to the features of high efficiency and lightweight of MobileNet, this model can be better applied to mobile devices than others, which is convenient for agricultural workers to use.
{"title":"An Improved Efficient Convolutional Neural Network for Weed Seedlings Detection","authors":"Mengqiu Dou, Zhiguo Hong, Minyong Shi","doi":"10.1109/ICCST53801.2021.00067","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00067","url":null,"abstract":"The growth of weeds in the fields is one of the important factors affecting crop yields. Timely detection and controlling of weeds have a great positive effect on the healthy growth of crop seedlings. Identifying the types of weeds correctly can effectively improve the efficiency of weed removal. Convolutional neural network is a good method for the detection of weed seedlings. With a suitable convolutional neural network model, the types of seedlings can be classified through pictures, which improves the efficiency of agricultural work greatly. This paper constructs a convolutional neural network model based on MobileNet and TensorFlow. The model is trained by inputting pictures of crops and weeds seedlings in 12 different types. The training model is evaluated with performance of 96.88% in identifying seedling types. Due to the features of high efficiency and lightweight of MobileNet, this model can be better applied to mobile devices than others, which is convenient for agricultural workers to use.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126200430","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}
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