AI RESEARCH
Semi-supervised Latent Disentangled Diffusion Model for Textile Pattern Generation
arXiv CS.CV
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ArXi:2603.16747v1 Announce Type: new Textile pattern generation (TPG) aims to synthesize fine-grained textile pattern images based on given clothing images. Although previous studies have not explicitly investigated TPG, existing image-to-image models appear to be natural candidates for this task. However, when applied directly, these methods often produce unfaithful results, failing to preserve fine-grained details due to feature confusion between complex textile patterns and the inherent non-rigid texture distortions in clothing images.