基于模型解析表达式和用户动作预测的渲染与传输方法

Genyuan Zhang, Xiuyang Zhang
{"title":"基于模型解析表达式和用户动作预测的渲染与传输方法","authors":"Genyuan Zhang, Xiuyang Zhang","doi":"10.1109/AIAM54119.2021.00071","DOIUrl":null,"url":null,"abstract":"The rapid rendering of complex 3D models based on web is a difficult problem, mainly because the rendering ability of web is limited, and the transmission of complex 3D models on the network requires huge bandwidth. In order to solve the above problems, according to the action characteristics of users when browsing complex 3D models, we first predict the viewpoint from the characteristics of users, at the same time, the frequently used viewpoints are pre drawn in the server section, and the pre drawn viewpoint images are transmitted to the client. For viewpoint movement, a rendering and transmission method based on model resolution expression and user action prediction is proposed. When the user moves the viewing angle, according to its moving speed, the multi level of detail technology is used to reduce the rendering quality of some objects that are not easy to be detected by the human eye and reduce the volume of the rendered image, so as to reduce the network load. Considering the influence of network delay on mobile speed detection, this chapter will use action prediction method to improve the accuracy of mobile speed detection.","PeriodicalId":227320,"journal":{"name":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","volume":"100 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Rendering and Transmission Method based on Model Resolution Expression and User Action Prediction\",\"authors\":\"Genyuan Zhang, Xiuyang Zhang\",\"doi\":\"10.1109/AIAM54119.2021.00071\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The rapid rendering of complex 3D models based on web is a difficult problem, mainly because the rendering ability of web is limited, and the transmission of complex 3D models on the network requires huge bandwidth. In order to solve the above problems, according to the action characteristics of users when browsing complex 3D models, we first predict the viewpoint from the characteristics of users, at the same time, the frequently used viewpoints are pre drawn in the server section, and the pre drawn viewpoint images are transmitted to the client. For viewpoint movement, a rendering and transmission method based on model resolution expression and user action prediction is proposed. When the user moves the viewing angle, according to its moving speed, the multi level of detail technology is used to reduce the rendering quality of some objects that are not easy to be detected by the human eye and reduce the volume of the rendered image, so as to reduce the network load. Considering the influence of network delay on mobile speed detection, this chapter will use action prediction method to improve the accuracy of mobile speed detection.\",\"PeriodicalId\":227320,\"journal\":{\"name\":\"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)\",\"volume\":\"100 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/AIAM54119.2021.00071\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 3rd International Conference on Artificial Intelligence and Advanced Manufacture (AIAM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AIAM54119.2021.00071","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

基于web的复杂3D模型的快速渲染是一个难题,主要是因为web的渲染能力有限,而复杂3D模型在网络上的传输需要巨大的带宽。为了解决上述问题,我们根据用户在浏览复杂3D模型时的动作特征,首先根据用户的特征对视点进行预测,同时在服务器部分预绘制常用视点,并将预绘制的视点图像传输到客户端。对于视点移动,提出了一种基于模型分辨率表达和用户动作预测的呈现与传输方法。当用户移动视角时,根据其移动速度,采用多级细节技术降低人眼不易察觉的一些物体的渲染质量,减少渲染图像的体积,从而减少网络负载。考虑到网络延迟对移动速度检测的影响,本章将采用动作预测的方法来提高移动速度检测的准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Rendering and Transmission Method based on Model Resolution Expression and User Action Prediction
The rapid rendering of complex 3D models based on web is a difficult problem, mainly because the rendering ability of web is limited, and the transmission of complex 3D models on the network requires huge bandwidth. In order to solve the above problems, according to the action characteristics of users when browsing complex 3D models, we first predict the viewpoint from the characteristics of users, at the same time, the frequently used viewpoints are pre drawn in the server section, and the pre drawn viewpoint images are transmitted to the client. For viewpoint movement, a rendering and transmission method based on model resolution expression and user action prediction is proposed. When the user moves the viewing angle, according to its moving speed, the multi level of detail technology is used to reduce the rendering quality of some objects that are not easy to be detected by the human eye and reduce the volume of the rendered image, so as to reduce the network load. Considering the influence of network delay on mobile speed detection, this chapter will use action prediction method to improve the accuracy of mobile speed detection.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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