GANwriting: Content-Conditioned Generation of Styled Handwritten Word Images

Kang Lei
Kang Lei
Rusiñol Marçal
Rusiñol Marçal
Fornés Alicia
Fornés Alicia
Villegas Mauricio
Villegas Mauricio
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Abstract:

Although current image generation methods have reached impressive quality levels, they are still unable to produce plausible yet diverse images of handwritten words. On the contrary, when writing by hand, a great variability is observed across different writers, and even when analyzing words scribbled by the same individual, involuntary...More

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