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Paper · arXiv

Text-based Tactile Graphics Generation for the Visually Impaired

Tactile graphics are a primary medium for blind and low-vision (BLV) individuals to access non-textual information. However, they are difficult to scale or personalize. While recent generative models have revolutionized visual content creation, they are optimized for screen-based visual realism and fail to satisfy the haptic perceptual and physical fabrication constraints required for touch. We present the first integrated generative system that produces fabrication-ready 2.5D tactile graphics directly from natural language prompts, jointly generating global base geometry, fine-grained tactile surface textures, and standard-compliant braille within a unified 3D-printable representation. O...

AuthorsRuihan Gao, Joonghyuk Shin, Ava Pun et al.
Primary categorycs.GR
Published10 July 2026
Last updated at source20 August 2026
cs.GRcs.CVcs.HC
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