Perceptual-aware Sketch Simplification Based on Integrated VGG Layers

Minshan Xie
Minshan Xie
Peiqi Miao
Peiqi Miao
Wei Qu
Wei Qu
Wenpeng Xiao
Wenpeng Xiao
Huaidong Zhang
Huaidong Zhang

IEEE Trans. Vis. Comput. Graph., pp. 178-189, 2019.

Cited by: 0|Views22
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Abstract:

Deep learning has been recently demonstrated as an effective tool for raster-based sketch simplification. Nevertheless, it remains challenging to simplify extremely rough sketches. We found that a simplification network trained with a simple loss, such as pixel loss or discriminator loss, may fail to retain the semantically meaningful det...More

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