Watch PDF Abstract:Movie semantic segmentation is actually a pivotal aspect of movie illustration Studying. However, sizeable domain shifts existing a challenge in properly Studying invariant spatio-temporal capabilities over the labeled supply domain and unlabeled concentrate on domain for video clip semantic segmentation. To solve the challenge, we propose a novel DA-STC method for domain adaptive video semantic segmentation, which includes a bidirectional multi-degree spatio-temporal fusion module along with a group-informed spatio-temporal attribute alignment module to facilitate dependable Mastering for domain-invariant functions. For starters, we complete bidirectional spatio-temporal fusion with the image sequence degree and shallow characteristic stage, leading to the construction of two fused intermediate online video domains. This prompts the movie semantic segmentation product to continually master spatio-temporal attributes of shared patch sequences that happen to be motivated by domain-certain contexts, thus mitigating the characteristic hole amongst the source and goal domain.
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