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":null,"pages":null},"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/ICCST53801.2021.00039
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":null,"pages":null},"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/ICCST53801.2021.00135
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":null,"pages":null},"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/ICCST53801.2021.00037
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":null,"pages":null},"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/ICCST53801.2021.00123
Jinguo Zhang, Shuwu Zhang, Zhi Wang
In the field of the integration of culture and scitech covering such important areas as media integration, digital culture, cultural and travel integration, Chinese civilization tracing and cultural heritage protection, China will carry out in-depth researches on some commonly basic and restrictive key technologies to realize core technical breakthroughs and their integrative applications. An integrated system of cultural services and smart governance technologies is established to solve outstanding problems of cultural creation workshopization, propaganda stylization, performance stereotyping, resource islanding, and supervision artificialization, aiming to improve the efficiency of cultural creation and cultural resource utilization, the ability of cultural communication and performance, and the level of cultural smart management, so that with all-media technology as the foundation and its service innovation to transform and upgrade traditional cultural activities, this system could further vigorously help develop the new economic formats of digital cultural services, promoting digital creativity and design to empower the real economy, advancing cultural heritage protection, and realizing the deep integration of culture and sci-tech.
{"title":"The Developments and Prospects of Integration of Culture and Sci-tech in China","authors":"Jinguo Zhang, Shuwu Zhang, Zhi Wang","doi":"10.1109/ICCST53801.2021.00123","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00123","url":null,"abstract":"In the field of the integration of culture and scitech covering such important areas as media integration, digital culture, cultural and travel integration, Chinese civilization tracing and cultural heritage protection, China will carry out in-depth researches on some commonly basic and restrictive key technologies to realize core technical breakthroughs and their integrative applications. An integrated system of cultural services and smart governance technologies is established to solve outstanding problems of cultural creation workshopization, propaganda stylization, performance stereotyping, resource islanding, and supervision artificialization, aiming to improve the efficiency of cultural creation and cultural resource utilization, the ability of cultural communication and performance, and the level of cultural smart management, so that with all-media technology as the foundation and its service innovation to transform and upgrade traditional cultural activities, this system could further vigorously help develop the new economic formats of digital cultural services, promoting digital creativity and design to empower the real economy, advancing cultural heritage protection, and realizing the deep integration of culture and sci-tech.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122194265","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":null,"pages":null},"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/ICCST53801.2021.00038
Zhaoshan Wei, Jiangbo Xu
The advances in GANs have paved the way for various methods of high dynamic range (HDR) image reconstruction. In this paper, we use the structural advantages of GAN to infer natural HDR images and reconstruct missing information from a single exposure low dynamic range(LDR) image in an end-to-end fashion, which extends the dynamic range of a given image to generate HDR image. Furthermore, we propose a novel dense feedback model and the feedback mechanism, which can make use of the high-level information to refine the shallow information in the top-down feedback stream through the global feedback and the local feedback connection. The dense connections in the forward-pass enable feature-reuse and comprehensively learn complex nonlinear relationships from LDR to HDR mapping. Experiment results demonstrate proposed method produces superior performance compared to existing state-of-the-art approaches.
{"title":"Single Image HDR Reconstruction Using Generative Adversarial Networks","authors":"Zhaoshan Wei, Jiangbo Xu","doi":"10.1109/ICCST53801.2021.00038","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00038","url":null,"abstract":"The advances in GANs have paved the way for various methods of high dynamic range (HDR) image reconstruction. In this paper, we use the structural advantages of GAN to infer natural HDR images and reconstruct missing information from a single exposure low dynamic range(LDR) image in an end-to-end fashion, which extends the dynamic range of a given image to generate HDR image. Furthermore, we propose a novel dense feedback model and the feedback mechanism, which can make use of the high-level information to refine the shallow information in the top-down feedback stream through the global feedback and the local feedback connection. The dense connections in the forward-pass enable feature-reuse and comprehensively learn complex nonlinear relationships from LDR to HDR mapping. Experiment results demonstrate proposed method produces superior performance compared to existing state-of-the-art approaches.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123743596","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/ICCST53801.2021.00064
Xiaoying Bai, Zhiguo Hong, Minyong Shi
In recent years, novel coronavirus pneumonia has spread rapidly around the world due to its strong infectiousness, and the medical systems of related countries are facing huge challenges. As the most intuitive and effective supplementary diagnostic basis for the results of nucleic acid tests, medical imaging screening has gradually become more and more important in epidemic prevention and control. In this context, this paper develops a novel coronavirus pneumonia-auxiliary diagnostic system by using deep learning techniques. This system can help medical staffs to diagnose the condition through X-Ray images quickly. This system builds a sample dataset by collecting lung X-ray images from two datasets and uses a neural network for auxiliary diagnosis training, which achieves an accuracy rate of 98%. Furthermore, two interactive visual interfaces in the form of PC-side applet and Web page are supported in the system, which makes it much easier for medical personnel to operate the system.
{"title":"Design and Implementation of COVID-19 Assistant Diagnostic System Based on Deep Learning","authors":"Xiaoying Bai, Zhiguo Hong, Minyong Shi","doi":"10.1109/ICCST53801.2021.00064","DOIUrl":"https://doi.org/10.1109/ICCST53801.2021.00064","url":null,"abstract":"In recent years, novel coronavirus pneumonia has spread rapidly around the world due to its strong infectiousness, and the medical systems of related countries are facing huge challenges. As the most intuitive and effective supplementary diagnostic basis for the results of nucleic acid tests, medical imaging screening has gradually become more and more important in epidemic prevention and control. In this context, this paper develops a novel coronavirus pneumonia-auxiliary diagnostic system by using deep learning techniques. This system can help medical staffs to diagnose the condition through X-Ray images quickly. This system builds a sample dataset by collecting lung X-ray images from two datasets and uses a neural network for auxiliary diagnosis training, which achieves an accuracy rate of 98%. Furthermore, two interactive visual interfaces in the form of PC-side applet and Web page are supported in the system, which makes it much easier for medical personnel to operate the system.","PeriodicalId":222463,"journal":{"name":"2021 International Conference on Culture-oriented Science & Technology (ICCST)","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121942236","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":null,"pages":null},"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/ICCST53801.2021.00102
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":null,"pages":null},"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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：