Corpus ID: 204008350

MetaPix: Few-Shot Video Retargeting

@article{Lee2020MetaPixFV,
  title={MetaPix: Few-Shot Video Retargeting},
  author={Jessica Lee and D. Ramanan and Rohit Girdhar},
  journal={ArXiv},
  year={2020},
  volume={abs/1910.04742}
}

• Jessica Lee, D. Ramanan, Rohit Girdhar
• Published 2020
• Computer Science
• ArXiv

We address the task of unsupervised retargeting of human actions from one video to another. We consider the challenging setting where only a few frames of the target is available. The core of our approach is a conditional generative model that can transcode input skeletal poses (automatically extracted with an off-the-shelf pose estimator) to output target frames. However, it is challenging to build a universal transcoder because humans can appear wildly different due to clothing and background… Expand

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