MSEmbGAN: Multi-Stitch Embroidery Synthesis via Region-Aware Texture Generation

Convolutional neural networks (CNNs) are widely used for embroidery feature synthesis from images. However, they are still unable to predict diverse stitch types, which makes it difficult for the CNNs to effectively extract stitch features. In this paper, we propose a multi-stitch embroidery generat...

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Veröffentlicht in:	IEEE transactions on visualization and computer graphics 2024-08, Vol.PP, p.1-15
Hauptverfasser:	Hu, Xinrong, Yang, Chen, Fang, Fei, Huang, Jin, Li, Ping, Sheng, Bin, Lee, Tong-Yee
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer science Electronic mail Feature extraction generative adversarial networks Image color analysis Multi-stitch embroidery synthesis Needles region-aware texture generation style transfer Task analysis Training
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