Augmented Reality Applied to LEGO Construction: AR-based Building Instructions with High Accuracy & Precision and Realistic Object-Hand Occlusions
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Abstract (arXiv)
BRICKxAR is a novel Augmented Reality (AR) instruction method for construction toys such as LEGO. With BRICKxAR, physical LEGO construction is guided by virtual bricks. Compared with the state-of-the-art, accuracy of the virtual - physical model alignment is significantly improved through a new design of marker-based registration, which can achieve an average error less than 1mm throughout the model. Realistic object occlusion is accomplished to reveal the true spatial relationship between physical and virtual bricks. LEGO players' hand detection and occlusion are realized to visualize the correct spatial relationship between real hands and virtual bricks, and allow virtual bricks to be "grasped" by real hands. The integration of these features makes AR instructions possible for small-parts assembly, validated through a working AR prototype for constructing LEGO Arc de Triomphe, quantitative measures of the accuracies of registration and occlusions, and heuristic evaluation of AR instruction features.
Key facts. Cited by 6 papers in the map (data through 7 Oct 2026). First posted on arXiv 29 Jul 2019.
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Citing papers per year: 2022: 1; 2023: 2; 2024: 1; 2025: 2.
6 papers.
- 2022Thermodynamics-informed neural networks for physically realistic mixed realitycited by 9
- 2024GBOT: Graph-Based 3D Object Tracking for Augmented Reality-Assisted Assembly Guidancecited by 7
- 2023Multi-3D-Models Registration-Based Augmented Reality (AR) Instructions for Assemblycited by 1
- 2023BrickPal: Augmented Reality-based Assembly Instructions for Brick Modelscited by 0
- 2025EVER: Edge-Assisted Auto-Verification for Mobile MR-Aided Operationcited by 0
- 2025Augmented Assembly: Object Recognition and Hand Tracking for Adaptive Assembly Instructions in Augmented Realitycited by 0
- 2025Augmented Assembly: Object Recognition and Hand Tracking for Adaptive Assembly Instructions in Augmented Reality22 Nov 2025
- 2025EVER: Edge-Assisted Auto-Verification for Mobile MR-Aided Operation21 Oct 2025
- 2024GBOT: Graph-Based 3D Object Tracking for Augmented Reality-Assisted Assembly Guidance12 Feb 2024
- 2023Multi-3D-Models Registration-Based Augmented Reality (AR) Instructions for Assembly27 Nov 2023
- 2023BrickPal: Augmented Reality-based Assembly Instructions for Brick Models6 Jul 2023
- 2022Thermodynamics-informed neural networks for physically realistic mixed reality24 Oct 2022
Similar, not cited
Close in wording, no citation either way
- 2023Simulation-aided Learning from Demonstration for Robotic LEGO Construction
- 2025LEGO Co-builder: Exploring Fine-Grained Vision-Language Modeling for Multimodal LEGO Assembly Assistants
- 2026JARVIS: A Just-in-Time Augmented Reality VLM-Powered Instruction System for Cross-Reality Task Guidance ↗
- 2026Brick-Composer: Using MLLMs for Assembly with Diverse Bricks
- 2023Augmenting Learning with Augmented Reality: Exploring the Affordances of AR in Supporting Mastery of Complex Psychomotor Tasks
- 2026LEGO-Anything: Coding Agents for 3D Scene Reconstruction
- 2026Explainable OOHRI: Communicating Robot Capabilities and Limitations as Augmented Reality Affordances ↗
- 2025Augmented Reality for RObots (ARRO): Pointing Visuomotor Policies Towards Visual Robustness