Video Instance Segmentation

@article{Yang2019VideoIS,
  title={Video Instance Segmentation},
  author={Linjie Yang and Yuchen Fan and N. Xu},
  journal={2019 IEEE/CVF International Conference on Computer Vision (ICCV)},
  year={2019},
  pages={5187-5196}
}
In this paper we present a new computer vision task, named video instance segmentation. [...] Key Method To facilitate research on this new task, we propose a large-scale benchmark called YouTube-VIS, which consists of 2883 high-resolution YouTube videos, a 40-category label set and 131k high-quality instance masks. In addition, we propose a novel algorithm called MaskTrack R-CNN for this task.Expand
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References

SHOWING 1-10 OF 45 REFERENCES
One-Shot Video Object Segmentation
YouTube-VOS: A Large-Scale Video Object Segmentation Benchmark
Learning Video Object Segmentation from Static Images
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning
Efficient Video Object Segmentation via Network Modulation
A Benchmark Dataset and Evaluation Methodology for Video Object Segmentation
Low-Latency Video Semantic Segmentation
  • Yule Li, J. Shi, D. Lin
  • Computer Science
  • 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition
  • 2018
Low-Latency Video Semantic Segmentation
Instance-Aware Semantic Segmentation via Multi-task Network Cascades
  • Jifeng Dai, Kaiming He, Jian Sun
  • Computer Science
  • 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • 2016
...
1
2
3
4
5
...