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Cloud rendering learning platform technology research for visual analysis of large scale 3D multimedia data

机译:云渲染学习平台技术研究大规模3D多媒体数据的视觉分析

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摘要

This paper designs and implements a cloud rendering system. The system supports application of server cluster load balancing, static extension of rendering machine, and design architecture of parallel task scheduling. At the same time, we put forward a new design idea, and we implement a set of communication rules of multi-task Tenderer and cloud rendering system. On the system, users could browse 3D scene online by mobile terminal equipments. The task of PC terminal users and mobile terminal users to access remote scenes could be high speed and real-time rendering by this system. In the end of this paper, we analyze the efficiency of our algorithm. Our system can achieve a better effect on the number of concurrent users and the average response delay. The average frame rate of system can reach 30-40 frames per second. Experimental results show that the proposed algorithm performs favorably against the state-of-the-art methods on the public test datasets.
机译:本文设计并实现了云渲染系统。该系统支持应用服务器群集负载平衡,静态扩展渲染机器,以及并行任务调度的设计体系结构。与此同时,我们提出了一个新的设计理念,我们实现了一组多任务投标者和云渲染系统的通信规则。在系统上,用户可以通过移动终端设备在线浏览3D场景。 PC终端用户和移动终端用户访问远程场景的任务可能是该系统的高速和实时渲染。在本文的最后,我们分析了算法的效率。我们的系统可以对并发用户的数量和平均响应延迟来实现更好的影响。系统的平均帧速率可以达到每秒30-40帧。实验结果表明,该算法对公共测试数据集上的最先进方法执行有利。

著录项

  • 来源
    《Multimedia Tools and Applications》 |2020年第8期|5371-5398|共28页
  • 作者单位

    National Engineering Lab for Public Security Risk Perception and Control by Big Data (PSRPC) China Academy of Electronics and Information Technology China Academy of Electronics and Information Technology. No.11 Shuangyuan Rd Shijingshan District Beijing 100041 People's Republic of China;

    National Engineering Lab for Public Security Risk Perception and Control by Big Data (PSRPC) China Academy of Electronics and Information Technology China Academy of Electronics and Information Technology. No.11 Shuangyuan Rd Shijingshan District Beijing 100041 People's Republic of China;

    National Engineering Lab for Public Security Risk Perception and Control by Big Data (PSRPC) China Academy of Electronics and Information Technology China Academy of Electronics and Information Technology. No.11 Shuangyuan Rd Shijingshan District Beijing 100041 People's Republic of China;

    National Engineering Lab for Public Security Risk Perception and Control by Big Data (PSRPC) China Academy of Electronics and Information Technology China Academy of Electronics and Information Technology. No.11 Shuangyuan Rd Shijingshan District Beijing 100041 People's Republic of China;

    National Engineering Lab for Public Security Risk Perception and Control by Big Data (PSRPC) China Academy of Electronics and Information Technology China Academy of Electronics and Information Technology. No.11 Shuangyuan Rd Shijingshan District Beijing 100041 People's Republic of China;

    National Engineering Lab for Public Security Risk Perception and Control by Big Data (PSRPC) China Academy of Electronics and Information Technology China Academy of Electronics and Information Technology. No.11 Shuangyuan Rd Shijingshan District Beijing 100041 People's Republic of China;

    State Key Laboratory of Software Developing Environment School of Computer Science and Engineering Beihang University XueYuan Road No.37 HaiDian District Beijing 100191 China;

    State Key Laboratory of Software Developing Environment School of Computer Science and Engineering Beihang University XueYuan Road No.37 HaiDian District Beijing 100191 China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Cloud rendering; 3D scene; Big data; Machine learning; Mobile internet;

    机译:云渲染;3d场景;大数据;机器学习;移动网络;

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