Claycode: Stylable and Deformable 2D Scannable Codes
Marco Maida, Alberto Crescini, Marco Perronet, Elena Camuffo
Abstract
Fig. 1. Examples of Claycodes using different shapes and styles. From the left: "space", " ", "hello", "magic".
This paper introduces Claycode, a novel 2D scannable code designed for extensive stylization and deformation. Unlike traditional matrix-based codes (e.g., QR codes), Claycodes encode their message in a tree structure. During the encoding process, bits are mapped into a topology tree, which is then depicted as a nesting of color regions drawn within the boundaries of a target polygon shape. When decoding, Claycodes are extracted and interpreted in real-time from a camera stream. We detail the end-to-end pipeline and show that Claycodes allow for extensive stylization without compromising their functionality. We then empirically demonstrate Claycode's high tolerance to heavy deformations, outperforming traditional 2D scannable codes in scenarios where they typically fail.
Ask about this paper
Your agent reads all of it.
Lune indexed this paper to the last equation, along with the top-tier papers that cite it. Ask a question and the answer quotes them.
Your agent calls
Luneget_paper_fulltext
Free to start. No credit card required.
Terminal
Install the CLIlune papers fulltext f2bc3ef2-271d-4bb2-a24f-fbb506dabfd2Builds on4
- InfraredTags: Embedding Invisible AR Markers and Barcodes Using Low-Cost, Infrared-Based 3D Printing and Imaging ToolsMustafa Doga Dogan, Ahmad Taka, Michael Lu, Yunyi Zhu et al.CHI 2022 · 59 citations
- BrightMarker: 3D Printed Fluorescent Markers for Object TrackingMustafa Doga Dogan, Raul Garcia-Martin, Patrick William Haertel, Jamison John O'Keefe et al.UIST 2023 · 22 citations
- ArtCoder: An End-to-End Method for Generating Scanning-Robust Stylized QR CodesHao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li et al.CVPR 2021
- StegaStamp: Invisible Hyperlinks in Physical PhotographsMatthew Tancik, Ben Mildenhall, Ren NgCVPR 2020
Related papers
- Q-Art Code: Generating Scanning-robust Art-style QR Codes by Deformable ConvolutionHao Su, Jianwei Niu, Xuefeng Liu, Qingfeng Li et al.ACM MM 2021 · 8 citations
- DeepFormableTag: end-to-end generation and recognition of deformable fiducial markersMustafa B. Yaldiz, Andreas Meuleman, Hyeonjoong Jang, Hyunho Ha et al.SIGGRAPH 2021 · 15 citations
- Face2QR: A Unified Framework for Aesthetic, Face-Preserving, and Scannable QR Code GenerationXuehao Cui, Guangyang Wu, Zhenghao Gan, Guangtao Zhai et al.NeurIPS 2024 · 4 citations
- AnimateQR: Bridging Aesthetics and Functionality in Dynamic QR Code GenerationGuangyang Wu, Huayu Zheng, Siqi Luo, Guangtao Zhai et al.NeurIPS 2025 · 2 citations
- VisCode: Embedding Information in Visualization Images using Encoder-Decoder NetworkPeiying Zhang, Chenhui Li, Changbo WangIEEE VIS 2020 · 73 citations
