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使用动态目标光场追踪注册方法设计AR系统的设计

Zhe An, Yang Liu, Mingyu Xue

|June 11, 2024

概括

准确的初始状态捕获对于增强现实 (AR) 系统至关重要. 一种新的四维动态光场方法提高了光学透视AR的3D跟踪注册准确性和稳定性.

科学领域:

计算机视觉计算机视觉
光学工程是指光学工程.
增强现实系统增强现实系统

背景情况:

精确的初始状态获取对于增强现实 (AR) 系统中准确的3D跟踪注册至关重要.
在初始状态捕获过程中,轻微的目标移动可能会引入重大校准错误.
现有的方法很难有效地捕捉透明AR系统中动态变形的初始状态.

研究的目的:

为光学透视AR系统引入一种新的跟踪注册方法.
为了应对在AR系统中捕捉动态目标的初始状态的挑战.
为了提高3D跟踪注册的准确性和稳定性.

主要方法:

将静态光场概念扩展到一个四维的动态光场.
分析光学透视AR系统中的组件关系.
基于光场相关性原理,开发一个基于4D动态光场跟踪记录的理论和模型.
调查动态目标对初始状态模型的影响.

主要成果:

实验验证证证实了算法的高精度.
拟议的方法在跟踪登记方面表现出增强的稳定性.
与现有方法相比,观察到3D追踪注册算法的性能优异.

结论:

4D动态光场跟踪登记方法有效地捕捉了光学透视AR系统中动态目标的初始状态.
这种方法显著提高了3D跟踪注册的精度和稳定性.
开发的算法为增强AR系统性能提供了一个有前途的解决方案.

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