Perceptual-Aware Sketch Simplification Based on Integrated VGG Layers

Data

Prepare your dataset like the following structure.

└─dataset
  ├─train
  | ├─img-xxx.jpg
  | ├─label-xxx.jpg
  | └─...
  └─val
    ├─xxx.jpg
    └─...

Testing

mkdir results
python test.py --img_fn ./dataset/val --out_fn ./results

Results of different scales {0.50, 0.75, 1.0, 1.25} can be found in ./results.

Training

python main.py --dataset ./dataset 

Cite

@ARTICLE{8771128,
  author={Xu, Xuemiao and Xie, Minshan and Miao, Peiqi and Qu, Wei and Xiao, Wenpeng and Zhang, Huaidong and Liu, Xueting and Wong, Tien-Tsin},
  journal={IEEE Transactions on Visualization and Computer Graphics}, 
  title={Perceptual-Aware Sketch Simplification Based on Integrated VGG Layers}, 
  year={2021},
  volume={27},
  number={1},
  pages={178-189},
  doi={10.1109/TVCG.2019.2930512}}