LeslieWongCV/PREMVOS-mod-for-large-scale-video-object-segmentation

PREMVOS modification for large-scale video object segmentation

PReMVOS-mod-for-large-scale-video-object-segmentation

You can find the orginal PReMVOS paper and code here

PReMVOS modification for large-scale video object segmentation.

It has a good performance on video object segmentation, better fits the large-scale video segmentation and achieved an accuracy of 69%, ranked 9th in the The 2nd Large-scale Video Object Segmentation Challenge Workshop in conjunction with ICCV2019, Seoul, Korea

Modified Verision in Brain MRI Segmentation

It could be also used in medical area like MRI Segmentaion, and has a satifying performance when segmentation the different tissue in human brain.

Citation

If you use this code, please consider citing the following papers:

@inproceedings{luiten2018premvos,
  title={PReMVOS: Proposal-generation, Refinement and Merging for Video Object Segmentation},
  author={Jonathon Luiten and Paul Voigtlaender and Bastian Leibe},
  booktitle={Asian Conference on Computer Vision},
  year={2018}
}

@article{Luiten18CVPRW,
    author = {Jonathon Luiten and Paul Voigtlaender and Bastian Leibe},
    title = {{PReMVOS: Proposal-generation, Refinement and Merging for the DAVIS Challenge on Video Object  Segmentation 2018}},
    journal = {The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops},
    year = {2018}
}
@article{Luiten18ECCVW,
    author = {Jonathon Luiten and Paul Voigtlaender and Bastian Leibe},
    title = {{PReMVOS: Proposal-generation, Refinement and Merging for the YouTube-VOS Challenge on Video Object Segmentation 2018}},
    journal = {The 1st Large-scale Video Object Segmentation Challenge - ECCV Workshops},
    year = {2018}
}