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Automatic embroidery texture synthesis for garment design and online display
The Visual Computer ( IF 3.5 ) Pub Date : 2021-07-06 , DOI: 10.1007/s00371-021-02216-0
Xinyang Guan 1 , Xiaogang Jin 1 , Likang Luo 2 , Chen Liu 2 , Honglin Li 3 , He Wang 4 , Su Wang 5
Affiliation  

We introduce an automatic texture synthesis-based framework to convert an arbitrary input image into embroidery style art for garment design and online display. Given an input image and some reference textures, we first extract key embroidery regions from the input image using image segmentation. Each segmented region is single-colored and labeled with a stitch style automatically. We then fill these regions with embroidery reference textures via a stitch-style-based texture synthesis method. For each region, our approach maintains color similarity before and after synthesis, along with stitch style consistency. Compared to existing approaches, our method is able to generate digital embroidery patterns with faithful details automatically. Moreover, it can accept diverse input images effectively, enabling a fast preview of the embroidery patterns synthesized on digital garments interactively, and therefore accelerating the workflow from design to production. We validate our method through extensive experimentation and comparison.



中文翻译:

用于服装设计和在线展示的自动刺绣纹理合成

我们引入了一种基于自动纹理合成的框架,将任意输入图像转换为刺绣风格的艺术作品,用于服装设计和在线展示。给定输入图像和一些参考纹理,我们首先使用图像分割从输入图像中提取关键刺绣区域。每个分段区域都是单色的,并自动标有针迹样式。然后,我们通过基于针迹样式的纹理合成方法用刺绣参考纹理填充这些区域。对于每个区域,我们的方法在合成前后保持颜色相似性,以及针迹样式的一致性。与现有方法相比,我们的方法能够自动生成具有忠实细节的数字刺绣图案。此外,它可以有效地接受不同的输入图像,能够以交互方式快速预览在数字服装上合成的刺绣图案,从而加快从设计到生产的工作流程。我们通过广泛的实验和比较来验证我们的方法。

更新日期:2021-07-06
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