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Video Instance Segmentation
Video instance segmentation requires consistently segmenting and tracking objects over time. Due to the quadratic dependency on input size, directly applying self-attention to... -
SAM-PD: How Far Can SAM Take Us in Tracking and Segmenting Anything by Prompt...
The paper introduces an online method, named SAM-PD, that applies SAM to track and segment objects throughout the video. -
Generalized Framework for Video Instance Segmentation
A generalized framework for video instance segmentation. -
YouTube-VIS
Video instance segmentation task requires classifying, segmenting instances in each frame, and tracking the same instance across frames.