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

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An Intelligent Caregiver Elderly Robot Based on Raspberry Pi 基于树莓派的智能老年护理机器人
Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00062
Rui Ma, Ling Lei, Bingjie Li, Meng Dan, Xinyao Wang, Yitong Liu
In order to cope with the deepening trend of population aging, this paper proposes a multi-functional smart elderly robot based on Raspberry Pi, which combines fall detection, voice interaction, face recognition, simultaneous localization and mapping (SLAM) indoor positioning, Android applet and other technologies to achieve full range fall detection, environmental monitoring and movable intelligent living companionship. It not only combines the physiological and psychological characteristics of the elderly to optimize the elderly care model, but also reduces the burden of social elderly care through the precise matching of elderly care needs and services.
为了应对人口老龄化趋势的加深,本文提出了一种基于树莓派的多功能智能老年机器人,该机器人结合了跌倒检测、语音交互、人脸识别、同步定位与测绘(SLAM)室内定位、Android applet等技术,实现了全方位的跌倒检测、环境监测和可移动智能生活陪伴。它不仅结合老年人的生理和心理特点,优化养老模式,而且通过养老需求和服务的精准匹配,减轻社会养老负担。
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引用次数: 0
Study on the Digital Protection Method of Jingchu Folk Embroidery 荆楚民间刺绣数字保护方法研究
Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00074
Ning He, Jiaying Li, Li Guo, Yi Zhou
In recent years, with the development of science and technology, more and more scholars pay attention to the digital protection of cultural heritage. The folk embroidery in Jingchu area is extremely regional and aesthetic, so it is necessary and urgent to study its digital protection. This paper aims to solve the Jingchu folk embroidery digital information collection, the use of methods and improve the digital protection method system. Based on the current research status of Jingchu folk embroidery, this paper studies its digital protection method as the core, formulates the technical route of digital protection of Jingchu folk embroidery, and puts forward the protection methods in the investigation stage, collection stage, sorting stage and comprehensive stage of digital protection. This study contributes to the integrity of the protection of Jingchu folk embroidery and the integration of the correlation between embroidery, and improves the digital protection system and workflow of Jingchu folk embroidery.
近年来,随着科学技术的发展,越来越多的学者开始关注文化遗产的数字化保护。荆楚地区民间刺绣具有极强的地域性和审美性,因此对其数字保护进行研究是十分必要和迫切的。本文旨在解决荆楚民间刺绣数字信息的采集、使用方法和完善数字保护方法体系。本文以荆楚民间刺绣的研究现状为基础,以研究荆楚民间刺绣的数字保护方法为核心,制定了荆楚民间刺绣数字保护的技术路线,提出了数字保护的调查阶段、收集阶段、整理阶段和综合阶段的保护方法。本研究有助于荆楚民间刺绣保护的完整性和刺绣之间相关性的整合,完善荆楚民间刺绣的数字化保护体系和工作流程。
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引用次数: 0
Modern Stage Performance Simulation Based on Augmented Reality Style 基于增强现实风格的现代舞台表演模拟
Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00057
Liwen Gao, Xinquan Luo, Jing Nie, Yinghui Wang
Drawing on the Spring Festival Gala stage, a virtual simulation system based on Unity3D and adapted to contemporary stage effects is developed for the characteristics of modern Augmented Reality (AR) style stage shows. This paper proposes the realization ideas and methods of using the Shader module of Unity3D and the OpenCV plug-in component in Unity3D to simulate the stage effects such as naked-eye 3D, AR technology, and video matting effects. The combination of Unity3D virtual simulation and stage performance art can assist the program team in the design and rehearsal of the stage performance, and promote the transformation of the performance industry and the transformation of the production model.
针对现代增强现实(AR)风格舞台表演的特点,以春晚舞台为背景,基于Unity3D开发了一个适应当代舞台效果的虚拟仿真系统。本文提出了利用Unity3D的Shader模块和Unity3D中的OpenCV插件组件模拟裸眼3D、AR技术、视频抠图效果等舞台效果的实现思路和方法。Unity3D虚拟仿真与舞台表演艺术的结合,可以协助节能组进行舞台表演的设计和排练,促进表演产业的转型和制作模式的转型。
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引用次数: 0
Prediction of New Media Communication of Fitness Culture and Its Influence Factors 健身文化新媒体传播预测及其影响因素
Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00073
Chi Zhang, Xiaoli Hu
As Bilibili became influential, its online users have gradually developed their fitness habits. However, the content distribution mechanism for fitness videos on new media platforms has not been well developed, resulting in many excellent works being overwhelmed by vast amounts of videos. To promote fitness culture to be better developed and spread, this study analyzes 973 fitness videos on Bilibili, explores the factors influencing fitness video communication, and constructs a predictive model. Firstly, based on the Elaboration Likelihood Model (ELM), this paper builds a theoretical model of the influence factors around the central and peripheral routes. Secondly, the XGBoost algorithm is used to construct the predictive model of communication effectiveness of fitness videos and determine the important influence factors according to the feature importance. Thirdly, we use regression analysis to explore how the important factors influence communication effectiveness. The results show that videos with a weight loss theme can improve the overall communication effect, while life-sharing videos will reduce the effect. Subtitles negatively affect the overall communication effect, while video duration and fan base can significantly improve the overall communication effect. Female fitness uploaders’ videos are less effective in spreading, and Chinese fitness uploaders’ videos are more effective.
随着哔哩哔哩的影响力越来越大,其在线用户也逐渐养成了自己的健身习惯。然而,新媒体平台上健身视频的内容分发机制还不完善,导致许多优秀作品被海量视频淹没。为了促进健身文化更好的发展和传播,本研究分析了Bilibili上的973个健身视频,探讨了健身视频传播的影响因素,并构建了预测模型。首先,基于细化似然模型(ELM),构建了围绕中心路线和外围路线影响因素的理论模型。其次,利用XGBoost算法构建健身视频传播效果预测模型,根据特征重要性确定重要影响因素;第三,运用回归分析方法探讨影响沟通效果的重要因素。结果表明,以减肥为主题的视频可以提高整体传播效果,而生活分享类视频会降低整体传播效果。字幕会对整体传播效果产生负面影响,而视频时长和粉丝数量可以显著提升整体传播效果。女性健身上传者视频传播效果较差,而中国健身上传者视频传播效果较好。
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引用次数: 0
A Comparison of Quality Assessment Metrics on Image Resolution Enhancement Artifacts 图像分辨率增强伪影质量评价指标的比较
Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00049
Ruidi Zheng, Xiuhua Jiang, Yanzhen Ma, Lei Wang
Enhancing videos or images on resolution, frame rate, dynamic range, color gamut, noise, or scratches removing have attracted the interest of experts. Efficient image quality assessment methods for these image enhancement algorithms should be available. Many image quality assessment metrics work well on the general image distortion assessment databases. However, they may not be able to distinguish artifacts caused by the image enhancement algorithms. In this paper, we study the reliability of state-of-the-art prominent full-reference and no-reference quality assessment metrics on image resolution enhancement artifacts. Firstly, we construct a 4K resolution database containing 1152 enhanced images with different superresolution distortion types and different distortion levels. Then, a subjective study with over 20000 human judgments is organized to reach reliable references from human visual perception. The performance comparison experiments on the proposed database show that IFC, FSIM, and DISTS are the top 3 perceptualconsistent metrics for image super-resolution artifacts assessment.
提高视频或图像的分辨率、帧率、动态范围、色域、噪声或去除划痕引起了专家的兴趣。对于这些图像增强算法,需要有效的图像质量评估方法。许多图像质量评估指标在一般的图像失真评估数据库上都能很好地工作。然而,它们可能无法区分由图像增强算法引起的伪影。在本文中,我们研究了最先进的突出的全参考和无参考质量评估指标对图像分辨率增强伪像的可靠性。首先,我们构建了包含1152幅不同超分辨率失真类型和不同失真程度的增强图像的4K分辨率数据库。然后,组织一个包含20000多个人类判断的主观研究,从人类的视觉感知中获得可靠的参考。在该数据库上的性能比较实验表明,IFC、FSIM和dist是图像超分辨率伪影评估的前3个感知一致性指标。
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引用次数: 2
On the Issue of “Digital Human” in the context of digital transformation 论数字化转型背景下的“数字人”问题
Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00060
Fangfang Yu, Shengyu Jian, Chen Shen, Wen Xue, Yu Fu
In the process of digital transformation of human society, the application of Digital Human has gradually entered daily life. Limited by technology, the current virtual Digital Human is still just a digital image with only appearance but no autonomous thoughts. The degree of intelligence that drives Digital Human is the key factor restricting its subsequent development. If Digital Human is to be put into commercial application, at least it must be able to interact with people based on the scene. This paper makes a broad classification of digital humans and outlines their future evolutionary trends. It is necessary to broadly categorize Digital Human and outline their evolutionary status in the future. As a companion product of the digital transformation of society, Digital Human plays a very important role in mobilizing human resources across domains and achieving more efficient collaboration in the future.
在人类社会数字化转型的过程中,digital human的应用逐渐进入日常生活。由于技术的限制,目前的虚拟数字人还只是一个数字形象,只有外表,没有自主的思想。驱动数字人的智能化程度是制约其后续发展的关键因素。如果Digital Human要投入商业应用,至少它必须能够基于场景与人进行交互。本文对数字人类进行了广泛的分类,并概述了他们未来的进化趋势。有必要对数字人类进行广义的分类,并概述其未来的发展状况。作为社会数字化转型的伴随产物,数字人力在未来跨领域调动人力资源,实现更高效的协作方面发挥着非常重要的作用。
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引用次数: 1
A Model Conversion Algorithm from URDF to DH for Camera Robot 摄像机机器人URDF到DH的模型转换算法
Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00037
Jing He, M. Zhang, Feng Xu, Qiang Liu, He Li
The kinematic parameters of camera robot are described by Unified Robot Description Format (URDF). Compared to Denavit-Hartenberg (DH) method, URDF is more flexible. But DH method has an advantage in inverse solution control at position level. Sometimes only URDF file can be obtained due to the engineering project requirements, such as modularity and security. It is easy to convert DH to URDF. There is a lack of research for inverse conversion. In this paper, three conversion principles were proposed. The relationship of base coordinate system and joint coordinate system was divided into six situations. The DH transformation parameters were solved based on the three principles. Finally the extend conversion algorithm for serial joints chain was supplied. The robot kinematic conversion algorithm from URDF to DH provides a mathematical tool for requirements of engineering projects.
采用统一机器人描述格式(URDF)对摄像机机器人的运动参数进行描述。与DH (Denavit-Hartenberg)方法相比,URDF方法更加灵活。但DH方法在位置级反解控制方面具有优势。有时由于工程项目的模块化、安全性等要求,只能获取URDF文件。将DH转换为URDF很容易。对逆变换的研究还很缺乏。本文提出了三种转换原则。将基坐标系与关节坐标系的关系分为六种情况。根据这三个原理求解DH变换参数。最后给出了串行节点链的扩展转换算法。机器人从URDF到DH的运动学转换算法为工程项目的需求提供了一种数学工具。
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引用次数: 1
Feature Extraction of the Information Clues in the Data Journalism 数据新闻中信息线索的特征提取
Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00069
Siheng Cao, Liqun Liu, Weihan Zhang
Nowadays, data journalism was becoming more and more complex in the fields of visual presentation, and which design strategies should be adopted to improve users’ reading efficiency was of great importance for data journalism producer. The purpose of this research was to extract the features of information clues that have a direct impact on the users’ visual perception and information foraging behavior, and use these features to describe the impact of the information clues. First, respondents were interviewed on the basis of understanding of the research material, and then use thematic analysis method to encode, so as to extract the features of the information clues in the data journalism. The results showed that the information clues in the data journalism can be divided into “structural features” and “semantic features” and different types of information clues can affect users’ information foraging behavior at different levels as a whole. Our findings provide a new perspective for the pattern classification and recognition of the information clues in the data journalism and refine the explanation of users’ news reading behavior mechanism.
在数据新闻在视觉呈现领域变得越来越复杂的今天,应该采用什么样的设计策略来提高用户的阅读效率对于数据新闻的制作者来说是非常重要的。本研究的目的是提取对用户视觉感知和信息觅食行为有直接影响的信息线索特征,并用这些特征来描述信息线索的影响。首先,在了解调研材料的基础上对被调查者进行访谈,然后运用主题分析法进行编码,提取数据新闻中信息线索的特征。结果表明,数据新闻中的信息线索可分为“结构特征”和“语义特征”,不同类型的信息线索在不同层面上整体影响用户的信息觅食行为。研究结果为数据新闻中信息线索的模式分类和识别提供了新的视角,并完善了对用户新闻阅读行为机制的解释。
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引用次数: 0
Digital Twin Platform Design for Zhejiang Rural Cultural Tourism Based on Unreal Engine 基于虚幻引擎的浙江乡村文化旅游数字孪生平台设计
Pub Date : 2022-08-01 DOI: 10.1109/CoST57098.2022.00063
Feiyang Sang, Hui Wu, Zhe Liu, Shenguo Fang
As a part of Chinese indigenous culture, rural culture has high artistic, civilized and social value. This paper introduced a digital twin platform of rural cultural tourism, aiming at exploring the application of current technology in the protection of rural culture. By using 3D modeling to build the model of Xitang ancient town and importing Unreal Engine (UE) to construct the digital twin platform, this paper created a multi-functional intelligent platform that integrates virtual space tourism, cultural transmission, online rural product shopping, rural intelligent management, local culture promotion, and other services. The platform reduces the cost of time, enhances service and economic efficiency, breaks the limitations of time and space, promotes the innovation and development of rural cultural tourism resources, drives national rural revitalization and common prosperity and has important social and cultural communication values.
乡土文化作为中国本土文化的一部分,具有很高的艺术价值、文明价值和社会价值。本文介绍了一个乡村文化旅游数字孪生平台,旨在探索当前技术在乡村文化保护中的应用。本文通过三维建模构建西塘古镇模型,导入虚幻引擎(UE)构建数字孪生平台,打造了一个集虚拟空间旅游、文化传播、网上农副产品购物、乡村智慧管理、地方文化推广等服务于一体的多功能智能平台。该平台降低了时间成本,提高了服务和经济效益,打破了时间和空间的限制,促进了乡村文化旅游资源的创新开发,带动了国家乡村振兴和共同繁荣,具有重要的社会文化传播价值。
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引用次数: 3
Music Recommendation System Based on Real-Time Emotion Analysis 基于实时情绪分析的音乐推荐系统
Pub Date : 2022-08-01 DOI: 10.1109/cost57098.2022.00075
Binbin Zhai, Baihui Tang, Sanxing Cao
As more and more people like listening to music, the relationship between music and people’s emotional expression becomes closer and closer, and the music recommendation platform can help those who love music to screen out the parts that can meet people’s psychological demands from a large number of music works. Traditional music recommendation platforms often only rely on the simple classification of music works and the processing of music information listened to by users in history, but they can not adjust the recommended music categories according to the changes of users’ real-time emotional state to meet the changing needs of users. To meet this demand, this paper aims to design a music recommendation system based on real-time emotional analysis, so that the audience can get a more satisfactory user experience.
随着越来越多的人喜欢听音乐,音乐与人的情感表达的关系越来越紧密,音乐推荐平台可以帮助热爱音乐的人从大量的音乐作品中筛选出符合人们心理需求的部分。传统的音乐推荐平台往往只依靠对音乐作品的简单分类和对用户历史上听过的音乐信息的处理,而不能根据用户实时情绪状态的变化来调整推荐的音乐类别,以满足用户不断变化的需求。为了满足这一需求,本文旨在设计一个基于实时情感分析的音乐推荐系统,让受众获得更满意的用户体验。
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引用次数: 1
期刊
2022 International Conference on Culture-Oriented Science and Technology (CoST)
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