Video Object Segmentation Without Temporal Information

IEEE transactions on pattern analysis and machine intelligence, Volume abs/1709.06031, Issue 6, 2018, Pages 1515-1530.

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Keywords:
Image segmentationSemanticsObject segmentationTask analysisMotion segmentationMore(2+)

Abstract:

Video Object Segmentation, and video processing in general, has been historically dominated by methods that rely on the temporal consistency and redundancy in consecutive video frames. When temporal smoothness is suddenly broken, such as when an object is occluded, the result of these methods can deteriorate significantly. This paper expl...More

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