LSMVOS: Long-Short-Term Similarity Matching for Video Object

1 code implementation • 2 Sep 2020 • Zhang Xuerui, Yuan Xia

This paper explores a new propagation method, uses short-term matching modules to extract the information of the previous frame and apply it in propagation, and proposes the network of Long-Short-Term similarity matching for video object segmentation (LSMOVS) Method: By conducting pixel-level matching and correlation between long-term matching module and short-term matching module with the first frame and previous frame, global similarity map and local similarity map are obtained, as well as feature pattern of current frame and masking of previous frame.

Object Optical Flow Estimation +4