发布求助
文献互助 智能选刊 最新文献

2022 International Conference on Culture-Oriented Science and Technology (CoST)最新文献

筛选
英文 中文
Automatic Image Generation of Peking Opera Face using StyleGAN2 基于StyleGAN2的京剧脸谱图像自动生成
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00030
Xiaoyu Xin, Yinghua Shen, Rui Xiong, Xiahan Lin, Ming Yan, Wei Jiang
{"title":"Automatic Image Generation of Peking Opera Face using StyleGAN2","authors":"Xiaoyu Xin, Yinghua Shen, Rui Xiong, Xiahan Lin, Ming Yan, Wei Jiang","doi":"10.1109/CoST57098.2022.00030","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00030","url":null,"abstract":"Image generation technology, which is often used in various applications of intelligent image generation, can learn the feature distribution of real images and sample from the distribution to obtain the generated images with high fidelity. This paper focuses on the feature extraction and intelligent generation techniques of Peking opera face with Chinese cultural characteristics. Based on the creation of a Peking opera face dataset, this paper compares the impact of different variants of a Style-based generator architecture for Generative Adversarial Networks (StyleGAN2) and different sizes of datasets on the quality of face generation. The experimental results verify that the synthetic images generated by StyleGAN2 with the addition of the Adaptive Discriminator Augmentation (ADA) module are visually better and have good local randomness when the dataset is small and unbalanced in distribution.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114112493","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
A Vision Enhancement Network for Image Quality Assessment 用于图像质量评估的视觉增强网络
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00032
Xinyu Jiang, Jiangbo Xu, Ruoyu Zou
{"title":"A Vision Enhancement Network for Image Quality Assessment","authors":"Xinyu Jiang, Jiangbo Xu, Ruoyu Zou","doi":"10.1109/cost57098.2022.00032","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00032","url":null,"abstract":"With the development and update of electronic equipment, image quality assessment has become one of the hot topics. Recently, digital image processing and convolutional neural networks (CNN) have made significant progress. However, the models based on human vision characteristics and neural feedback have poor performance in previous studies. Inspired by this, we propose a CNN-based network, vision enhancement network (VE-Net). It can filter images adaptively according to the key regions. Key regions are extracted with the incentive support method from deep information learned by CNN. The adaptive filter uses Laplacian filter and Gaussian filter. Laplacian filter adopts a linear lifting algorithm, aiming to attach the image texture to the original image. Squared earth mover’s distance (EMD) loss is selected to predict the image aesthetic score distribution. VE-Net is evaluated on AVA dataset for the regression task and the classification task. Experiments show the superiority of VE-Net.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"188 5-6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114027193","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
Real-time Human-Music Emotional Interaction Based on Multimodal Analysis 基于多模态分析的实时人-音乐情感交互
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00020
Tianyue Jiang, Sanhong Deng, Peng Wu, Haibi Jiang
{"title":"Real-time Human-Music Emotional Interaction Based on Multimodal Analysis","authors":"Tianyue Jiang, Sanhong Deng, Peng Wu, Haibi Jiang","doi":"10.1109/cost57098.2022.00020","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00020","url":null,"abstract":"Music, as an important part of the culture, occupies a significant position and can be easily accessed. The research on the sentiment represented by music and its effect on the listener’s emotion is increasing gradually, but the existing research is often subjective and neglects the real-time expression of emotion. In this article, two labeled datasets are established. The deep learning method is used to classify music sentiment while the decision-level fusion method is used for real-time listener multimodal sentiment. We combine the sentiment analysis with a traditional online music playback system and propose innovatively a human-music emotional interaction system, using multimodal sentiment analysis based on the deep learning method. By means of individual observation and questionnaire survey, the interaction between human-music sentiments is proved to have a positive influence on listeners’ negative emotions.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"308 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122735443","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
Research on the practical path of Chinese movie and television communication from the perspective of “The Belt and Road” “一带一路”视角下的中国影视传播实践路径研究
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00047
Jinchu Zhou, Ying Wang, Bo Li
{"title":"Research on the practical path of Chinese movie and television communication from the perspective of “The Belt and Road”","authors":"Jinchu Zhou, Ying Wang, Bo Li","doi":"10.1109/cost57098.2022.00047","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00047","url":null,"abstract":"Under the background of The Belt and Road Chinese movies face a dual context of coexistence of opportunities and difficulties in international communication. To explore the feasible method of Chinese movie’s external diffusion, we take 36 countries along the “Belt and Road” from 2017.12 to 2020.12 as the research object and use the Latent Dirichlet allocation topic model(LDA) to summarize six categories of topics. According to the box office distribution of each topic, all countries are divided into six categories, and we discuss the topic preferences of each country separately. To promote movie diffusion, for regions with significant cultural differences, the movie should be carried out according to their preferred topics; for regions with better development of the movie market but less cooperation, we should output high-quality local movies to carry out cooperation shooting at the same time; for regions with deep cultural exchanges and a weak economy, we should output movies with diverse culture and preaching national spirit. In addition, it is necessary to consider multiple factors such as the political and religious background to avoid breaking group taboos and formulate export plans according to local conditions to achieve multi-ethnic and multicultural integration further.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"279 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122937014","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
Performance Evaluation of Multi-Access Based on ATSSS Rules 基于ATSSS规则的多址性能评价
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00086
Xinran Ba, Libiao Jin, Zhou Li, Chang Liu, Sidong Li
{"title":"Performance Evaluation of Multi-Access Based on ATSSS Rules","authors":"Xinran Ba, Libiao Jin, Zhou Li, Chang Liu, Sidong Li","doi":"10.1109/CoST57098.2022.00086","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00086","url":null,"abstract":"5th generation mobile communication technology (5G) uses its extended capability, access traffic steering, switching, and splitting (ATSSS) to enable multipath transmission of data, which is currently being standardized. Attempts are being made in both academia and industry to study multi-access technologies based on the ATSSS function. This study follows the tenet of minimal modification of the existing 5G protocol data unit session management and builds a multi-access network architecture to achieve multi-path transmission of data. The results reveal that multi-access technology can significantly improve the average throughput of users and network load balancing.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121769148","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
A real-time localization algorithm based on feature point matching 基于特征点匹配的实时定位算法
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00056
Shuo Lei, Siyi Tian, Qiming Huang, Anyi Huang
{"title":"A real-time localization algorithm based on feature point matching","authors":"Shuo Lei, Siyi Tian, Qiming Huang, Anyi Huang","doi":"10.1109/CoST57098.2022.00056","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00056","url":null,"abstract":"When watching video, people can roughly estimate the direction and displacement of the camera movement by the change of the two frames before and after the video. We have studied this phenomenon and quantified it using computer. In this paper, we compare the current main image feature point extraction techniques with search matching techniques and propose an algorithm that relies on camera images to calculate instantaneous displacement. The algorithm is well suited to guided robots that are generally equipped with cameras. Based on the feature point extraction and matching technology, the algorithm realizes the function of calculating the camera displacement between two samples through the homography matrix transformation and camera calibration. We have conducted several comprehensive experiments on the algorithm in multiple environments and analyzed the proposed algorithm in this paper based on the experimental results.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128112185","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
Evaluation of Auditory Saliency Model Based on Saliency Map 基于显著性图的听觉显著性模型评价
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00061
Xiansong Xiong, Zhijun Zhao, Lingyun Xie
{"title":"Evaluation of Auditory Saliency Model Based on Saliency Map","authors":"Xiansong Xiong, Zhijun Zhao, Lingyun Xie","doi":"10.1109/CoST57098.2022.00061","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00061","url":null,"abstract":"For the bottom-up auditory attention process, many auditory attention models have been proposed, including the earliest four auditory saliency models developed from visual saliency models, namely Kayser model, Kalinli model, Duangudom model and Kaya model. In order to compare the correlation between the output results of the four models and subjective perception, firstly the four models were evaluated by carrying out a subjective saliency evaluation experiment in this paper. In the subjective evaluation experiment, 20 kinds of sound scene materials were scored with relative saliency and absolute saliency, and two rankings were obtained. Secondly in the saliency model, the saliency scores were calculated for the same 20 kinds of sounds, and the saliency of the sounds were scored by extracting the mean, peak, variance and dynamic characteristics of the saliency score of each sound, and then correlations were calculated between model saliency scores and two subjective scores. The conclusion was that Kalinli model had the best effect among the four models and had the highest correlation with subjective perception; among the four features of the saliency score, the variance had the highest correlation with subjective perception. The main reason for the better results of Kalinli model was that the method of extracting auditory spectrograms and features was more consistent with the auditory characteristics of human ear and the extracted features were more comprehensive. By analyzing the structure and perceptual features of the models with high correlation between model output and subjective perception, we can improve the models in the future based on the conclusions drawn, so as to enhance their performance and make them more consistent with the auditory characteristics of the human ear.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133406105","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
Development of VR Motion Sickness Test Platform Based on UE 基于UE的VR晕动病测试平台的开发
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00043
Yixin Tai, Yu Yang, Xiaotian Wang
{"title":"Development of VR Motion Sickness Test Platform Based on UE","authors":"Yixin Tai, Yu Yang, Xiaotian Wang","doi":"10.1109/CoST57098.2022.00043","DOIUrl":"https://doi.org/10.1109/CoST57098.2022.00043","url":null,"abstract":"Virtual Reality (VR) technology is considered to be an important technical support for Metaverse. However, the discomfort caused by VR, especially VR motion sickness, greatly affects the user experience. Therefore, it’s particularly important to study the comfort for VR. In this project, a motion sickness test platform based on Unreal Engine (UE) was developed to measure and improve the comfort for VR. In the platform, virtual three-dimensional scenes are created and the platform can adjust parameters like rotation angular velocity and axis, height of the virtual camera, quantities of black and white stripes. Rotation angular velocity and axis of the virtual camera is set to verify usability of the platform. It can be concluded that VR motion sickness to some extent is aggravated with angular velocity going up. It’s more intense when rotating around X and Y axes than when rotating around Z. And women are more likely to get VR motion sickness than men.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133041215","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: 2
Smart Museum Collection and Analysis for User Online Behavior 智能博物馆用户在线行为的收集与分析
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00058
Ruiwei Meng, Huabiao Li, Yanyan Guo, Yu Wu, Nuo Cheng, Linxian Hao
{"title":"Smart Museum Collection and Analysis for User Online Behavior","authors":"Ruiwei Meng, Huabiao Li, Yanyan Guo, Yu Wu, Nuo Cheng, Linxian Hao","doi":"10.1109/cost57098.2022.00058","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00058","url":null,"abstract":"Museums play a crucial role in preserving social history and cultural heritage, and the development of museums is characterized by a focus on people. A smart museum should have a deeper understanding of its audiences’ needs and meet their spiritual and cultural needs in a higher and personalized way. In order to give insight into the needs of online audiences and provide the foundation of individualized service, based on the practice of the National Museum of China, this paper proposes a solution, including the key technologies, the architecture of a collection and analysis system for user online behavior of the App and WeChat applet of the National Museum of China, and the design of each system module, summarizes the system application, finally points out the research direction of future work, hoping to provide related references for other museums.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125047763","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
Review of Photometric Compensation in Projection System 投影系统光度补偿研究进展
2022 International Conference on Culture-Oriented Science and Technology (CoST) Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00045
Zongxuan Shi, Lipi Niu, Yanming Zhao, Shaobin Li
{"title":"Review of Photometric Compensation in Projection System","authors":"Zongxuan Shi, Lipi Niu, Yanming Zhao, Shaobin Li","doi":"10.1109/cost57098.2022.00045","DOIUrl":"https://doi.org/10.1109/cost57098.2022.00045","url":null,"abstract":"With the continuous development and advancement of computer vision related technologies and the improvement in projector performance in recent years, people are using projectors more and more widely in various scenarios of life and replacing traditional screens for various natural surfaces. However, when the projection surface is no longer the ideal white projection curtain, the projection effect is often greatly compromised, especially when there is color texture on the projection surface. In order to achieve a good perception of the projected image of some complex scenes, a series of compensation processes are needed for the projected image. This paper reviews the projection compensation techniques based on projector-camera systems that have emerged in recent years such as color mixing matrix, thin plate spline, and deep learning. An experimental comparison of the various compensation techniques is also presented.","PeriodicalId":135595,"journal":{"name":"2022 International Conference on Culture-Oriented Science and Technology (CoST)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132063652","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
首页 上一页 下一页 尾页
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整，为了账户安全，请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们：info@booksci.cn Book学术提供免费学术资源搜索服务，方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号：604180095
Book学术官方微信