Spatial Guidance refers to using spatial relationships and contextual information to enhance the analysis, decision-making, and implementation of security measures. It involves leveraging the physical or logical arrangement of entities (e.g., devices, networks, or data points) to guide system behavior, optimize resource allocation, and improve threat detection and response.

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The WizARd and Apprentice: An Augmented Reality Expert Capture System

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Learning to perform physical tasks is ubiquitous yet challenging without expert guidance. While Augmented Reality (AR) has been adopted to overlay instructions directly onto the physical context, the natural authoring of such content remains unexplored. To address this, we developed WizARd and Apprentice, an AR expert capture system for training novices using an AR headset. WizARd and Apprentice tracks and records expert demonstrations and moving objects, leveraging the natural synchronization of speech and action to identify key steps and automatically create spatial markers.

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