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FontCode: Embedding Information in Text Documents Using Glyph Perturbation

delete2018-02-28
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OA
AI
C
Chang Xiao *
章
章程 (Cheng Zhang)
C
Changxi Zheng
DOI:10.1145/3152823delete
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摘要

摘要

En 中文
We introduce FontCode, an information embedding technique for text documents. Provided a text document with specific fonts, our method embeds user-specified information in the text by perturbing the glyphs of text characters while preserving the text content. We devise an algorithm to choose unobtrusive yet machine-recognizable glyph perturbations, leveraging a recently developed generative model that alters the glyphs of each character continuously on a font manifold. We then introduce an algorithm that embeds a user-provided message in the text document and produces an encoded document whose appearance is minimally perturbed from the original document. We also present a glyph recognition method that recovers the embedded information from an encoded document stored as a vector graphic or pixel image, or even on a printed paper. In addition, we introduce a new error-correction coding scheme that rectifies a certain number of recognition errors. Lastly, we demonstrate that our technique enables a wide array of applications, using it as a text document metadata holder, an unobtrusive optical barcode, a cryptographic message embedding scheme, and a text document signature.
Keyword:
Font manifold
glyph perturbation
error correction coding
text document signature
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期刊

ACM Transactions on Graphics 封面图
ACM Transactions on Graphics
IF:
9.5
论文数:
4.7K
被引数:
3.6W

机构

C
Columbia University
学者数:
7.1W
论文数: 6.4W
被引数: 263
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