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设计和实施透明,可解释和多模式 (TIM) AR个人助理

Erin McGowan, Joao Rulff, Sonia Castelo

IEEE computer graphics and applications

|March 10, 2025

概括

我们开发了TIM,这是一款基于人工智能的增强现实系统,用于任务指导. 通过理解用户和场景,TIM提供了可适应的,即时的反,有助于性能分析和故障检测.

科学领域:

计算机科学计算机科学
人与计算机的交互
人工智能的人工智能

背景情况:

人工智能 (AI) 的任务指导助手正在从概念过渡到现实.
复杂的系统需要感知接地,注意力,推理,自适应接口和传感器数据编排.
对系统数据的后期分析对于理解用户行为和检测故障至关重要.

研究的目的:

介绍TIM,这是增强现实的第一个端到端的人工智能支持的任务指导系统.
解决系统挑战,并为AI任务指导提出设计解决方案.
证明TIM在各种应用中的适应性.

主要方法:

开发了一个支持人工智能的系统,用于增强现实任务指导.
集成的用户和场景检测功能.
实施了可适应的,及时的反机制.

主要成果:

TIM成功地检测到增强现实环境中的用户和场景.
该系统提供根据用户需求量身定制的自适应反.
证明了 TIM 组件的定制性,以满足各种应用需求.

结论:

TIM代表了人工智能支持的任务指导系统的重大进步.
该系统的适应性和数据分析能力是其主要优势.
蒂姆为各种现实应用提供了一个灵活的平台.

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