AirCode: Unobtrusive Physical Tags for Digital Fabrication
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Abstract (arXiv)
We present AirCode, a technique that allows the user to tag physically fabricated objects with given information. An AirCode tag consists of a group of carefully designed air pockets placed beneath the object surface. These air pockets are easily produced during the fabrication process of the object, without any additional material or postprocessing. Meanwhile, the air pockets affect only the scattering light transport under the surface, and thus are hard to notice to our naked eyes. But, by using a computational imaging method, the tags become detectable. We present a tool that automates the design of air pockets for the user to encode information. AirCode system also allows the user to retrieve the information from captured images via a robust decoding algorithm. We demonstrate our tagging technique with applications for metadata embedding, robotic grasping, as well as conveying object affordances.
Key facts. Cited by 4 papers in the map (data through 14 Oct 2026). First posted on arXiv 18 Jul 2017.
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Citing papers per year: 2024: 1; 2025: 3.
4 papers.
- 2024OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMscited by 10
- 2025Unveiling the Potential of iMarkers: Invisible Fiducial Markers for Advanced Roboticscited by 0
- 2025Claycode: Stylable and Deformable 2D Scannable Codescited by 0
- 2025Ninja Codes: Neurally Generated Fiducial Markers for Stealthy 6-DoF Trackingcited by 0
- 2025Ninja Codes: Neurally Generated Fiducial Markers for Stealthy 6-DoF Tracking21 Oct 2025
- 2025Claycode: Stylable and Deformable 2D Scannable Codes13 May 2025
- 2025Unveiling the Potential of iMarkers: Invisible Fiducial Markers for Advanced Robotics26 Jan 2025
- 2024OmniActions: Predicting Digital Actions in Response to Real-World Multimodal Sensory Inputs with LLMs6 May 2024