Look at PDF Summary:Online video semantic segmentation is a pivotal aspect of video clip illustration Studying. However, significant domain shifts existing a obstacle in properly Mastering invariant spatio-temporal characteristics across the labeled source domain and unlabeled concentrate on domain for online video semantic segmentation. To solve the challenge, we suggest a novel DA-STC system for domain adaptive video clip semantic segmentation, which includes a bidirectional multi-degree spatio-temporal fusion module plus a classification-knowledgeable spatio-temporal characteristic alignment module to aid reliable Understanding for domain-invariant functions. First of all, we conduct bidirectional spatio-temporal fusion for the picture sequence amount and shallow function degree, bringing about the construction of two fused intermediate video domains. This prompts the online video semantic segmentation product to persistently master spatio-temporal options of shared patch sequences which are motivated by domain-certain contexts, thereby mitigating the feature hole amongst the resource and target domain.

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