BubbleNets

This repository is a implementation of article Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames by Brent Griffin.

Change Logs

• This repository is forked from griffbr/BubbleNets

• Update to Python3 and verified in Tensorflow==1.13.1

• Format code style

Some results

• soapbox

frame	annotate frame 0 (OSVOS)	annotate frame 45(BubbleNets)
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Reference

BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames
Brent A. Griffin and Jason J. Corso
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

Please cite our paper if you find it useful for your research.

@inproceedings{GrCoCVPR19,
  author = {Griffin, Brent A. and Corso, Jason J.},
  booktitle={2019 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
  title = {BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames},
  year = {2019}
}