Demonstrating InfraredTags: Decoding Invisible 3D Printed Tags with Convolutional Neural Networks

Author:

Dogan Mustafa Doga1,Yotamornsunthorn Veerapatr1,Taka Ahmad1,Zhu Yunyi1,Gupta Aakar2,Mueller Stefanie1

Affiliation:

1. MIT CSAIL, United States

2. Facebook Reality Labs, Facebook Inc, United States

Publisher

ACM

Reference10 articles.

1. 3dk.berlin. 2021. PLA Filament IR-Black. https://3dk.berlin/en/special/115-pla-filament-ir-black.html 3dk.berlin. 2021. PLA Filament IR-Black. https://3dk.berlin/en/special/115-pla-filament-ir-black.html

2. Mustafa Doga Dogan , Patrick Baudisch , Hrvoje Benko , Michael Nebeling , Huaishu Peng , Valkyrie Savage , and Stefanie Mueller . 2022 . Fabricate It or Render It? Digital Fabrication vs . Virtual Reality for Creating Objects Instantly. In Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 5. https://doi.org/10 .1145/3491101.3516510 Mustafa Doga Dogan, Patrick Baudisch, Hrvoje Benko, Michael Nebeling, Huaishu Peng, Valkyrie Savage, and Stefanie Mueller. 2022. Fabricate It or Render It? Digital Fabrication vs. Virtual Reality for Creating Objects Instantly. In Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 5. https://doi.org/10.1145/3491101.3516510

3. SensiCut: Material-Aware Laser Cutting Using Speckle Sensing and Deep Learning

4. G-ID: Identifying 3D Prints Using Slicing Parameters

5. InfraredTags: Embedding Invisible AR Markers and Barcodes Using Low-Cost, Infrared-Based 3D Printing and Imaging Tools

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1. The Effect of Orientation on the Readability and Comfort of 3D-Printed Braille;Proceedings of the CHI Conference on Human Factors in Computing Systems;2024-05-11

2. Demonstrating BrightMarkers: Fluorescent Tracking Markers Embedded in 3D Printed Objects;Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology;2023-10-29

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4. StructCode: Leveraging Fabrication Artifacts to Store Data in Laser-Cut Objects;Proceedings of the 8th ACM Symposium on Computational Fabrication;2023-10-08

5. StandARone: Infrared-Watermarked Documents as Portable Containers of AR Interaction and Personalization;Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems;2023-04-19

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