Perspective PDF Summary:Movie semantic segmentation is a pivotal aspect of online video illustration Discovering. Having said that, major domain shifts present a obstacle in proficiently Mastering invariant spatio-temporal options throughout the labeled supply domain and unlabeled focus on domain for video clip semantic segmentation. To resolve the challenge, we propose a novel DA-STC method for domain adaptive video clip semantic segmentation, which includes a bidirectional multi-degree spatio-temporal fusion module in addition to a group-mindful spatio-temporal attribute alignment module to facilitate steady Discovering for domain-invariant characteristics. First of all, we perform bidirectional spatio-temporal fusion with the image sequence degree and shallow aspect stage, leading to the construction of two fused intermediate video clip domains. This prompts the video semantic segmentation model to continuously discover spatio-temporal characteristics of shared patch sequences that are affected by domain-unique contexts, thus mitigating the element hole amongst the supply and goal domain.
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