基于草图的兼容性服装生成方法
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曹晓璐,卢富男,朱翔,翁立波,卢书芳,高飞
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Sketch-based compatible clothing image generation
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Xiao-lu CAO,Fu-nan LU,Xiang ZHU,Li-bo WENG,Shu-fang LU,Fei GAO
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| 表 1 不同方法生成图像的3个指标之间的对比 |
| Tab.1 Comparison of three indicators of generated images of different methods |
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| 方法 | SSIM | FID | IS | | Pix2Pix[3] | 0.795 3 | 50.237 2 | 4.719 7 | | CycleGAN[5] | 0.546 2 | 72.322 1 | 4.228 5 | | DiscoGAN[12] | 0.652 5 | 51.029 5 | 4.699 9 | | CocosNet[18] | 0.654 1 | 38.001 8 | 4.384 1 | | CocosNet v2[19] | 0.765 9 | 23.462 4 | 4.502 6 | | Anime2Clothing[39] | 0.637 4 | 52.329 3 | 4.854 3 | | w/o CSC Block | 0.719 2 | 22.406 4 | 4.878 7 | | Ours | 0.794 0 | 20.202 3 | 4.930 7 |
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