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Blazingly Fast Video Object Segmentation
with Pixel-Wise Metric Learning

State of the art in video object segmentation in 275 miliseconds

Publication

Y. Chen, J. Pont-Tuset, A. Montes, and L. Van Gool
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning,
Computer Vision and Pattern Recognition (CVPR), 2018.
[BibTeX] [PDF]
@inproceedings{Chen1818,
  author 	= {Y. Chen and J. Pont-Tuset and A. Montes and L. {Van Gool}},
  title 	= {Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning},
  booktitle	= {Computer Vision and Pattern Recognition (CVPR)},
  year 		= {2018}
}

Results

The plot shows the quality versus the time to process each frame. At 275 miliseconds, our technique is two orders of magnitude faster than competing methods, and significantly better than similarly fast techniques:

Interface demo:




Qualitative Results in DAVIS:


Downloads