Video Object Segmentation

Posted on | In

Given the segmentation mask of the first frame of a video clip, predict the segmentation masks in the subsequent frames.

  1. Davis challenge https://davischallenge.org/ held since 2017, related papers [1] [2]

  2. YouTube-VOS: A Large-Scale Benchmark for Video Object Segmentation https://youtube-vos.org/home

  3. GyGO: an E-commerce Video Object Segmentation Dataset by Visualead https://github.com/ilchemla/gygo-dataset

Reference:

  1. Perazzi, Federico, et al. “A benchmark dataset and evaluation methodology for video object segmentation.” CVPR, 2016.

  2. Pont-Tuset, Jordi, et al. “The 2017 davis challenge on video object segmentation.” arXiv preprint arXiv:1704.00675 (2017).