TKIN

This is for our paper "Exploring Kernel-based Texture Transfer for Pose-guided Person Image Generation" which is accepted by the IEEE Transactions on Multimedia(TMM).

Requirement

conda create -n tkin python=3.6
conda install pytorch=1.2 cudatoolkit=10.0 torchvision
pip install scikit-image pillow pandas tqdm dominate natsort 

Data

Data preparation for images , keypoints and parsing maps can follow PISE,which are all based on the DeepFashion-inshop dataset.

Additionally, DTD dataset if needed can be downloaded from baidu(fectch code: 4z7r)

Citation

If you use this code, please cite our paper.

@ARTICLE{9944889,  
author={Chen, Jiaxiang and Fan, Jiayuan and Ye, Hancheng and Li, Jie and Liao, Yongbing and Chen, Tao},  
journal={IEEE Transactions on Multimedia},   
title={Exploring Kernel-based Texture Transfer for Pose-guided Person Image Generation},   
year={2022},  
pages={1-14},  
doi={10.1109/TMM.2022.3221351}}

Acknowledgments

Our code is based on the GFLA and PISE.