Check out PDF Summary:Video semantic segmentation is a pivotal aspect of video clip representation learning. Even so, considerable domain shifts current a obstacle in correctly learning invariant spatio-temporal capabilities throughout the labeled resource domain and unlabeled goal domain for video semantic segmentation. To resolve the challenge, we propose a novel DA-STC approach for domain adaptive online video semantic segmentation, which includes a bidirectional multi-level spatio-temporal fusion module along with a group-mindful spatio-temporal element alignment module to aid steady Mastering for domain-invariant features. Firstly, we accomplish bidirectional spatio-temporal fusion with the impression sequence stage and shallow element amount, resulting in the development of two fused intermediate movie domains. This prompts the online video semantic segmentation design to consistently find out spatio-temporal characteristics of shared patch sequences which are affected by domain-specific contexts, thus mitigating the element gap among the source and concentrate on domain.
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