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Reliable Propagation-correction Modulation for Video Object Segmentation

 

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Video Object Segmentation

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Video Object Segmentation

T = 1

T = t-1

T = t

Propagation path:

  • Secure good temporal consistency
  • Error accumulation due to limited frame-to-frame correspondence

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Video Object Segmentation

T = 1

T = t-1

T = t

Correction path:

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Propagation-Correction Modulator Assembly

Suppress error accumulation during mask propagation!

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Problems for video object segmentation

Error accumulates during mask propagation

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Limited guidance from the reference frame

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Reliable object proxy augmentation

Augment object representation with reliable cues!

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Thank You for Watching!

Code will be available at https://github.com/JerryX1110/RPCMVOS !

Welcome to further discussions!