Look at PDF Summary:Video clip semantic segmentation is often a pivotal aspect of video representation Discovering. Nevertheless, considerable domain shifts current a obstacle in efficiently Studying invariant spatio-temporal features over the labeled source domain and unlabeled concentrate on domain for video clip semantic segmentation. To unravel the challenge, we propose a novel DA-STC process for domain adaptive video semantic segmentation, which incorporates a bidirectional multi-level spatio-temporal fusion module plus a class-knowledgeable spatio-temporal function alignment module to facilitate dependable learning for domain-invariant attributes. First of all, we complete bidirectional spatio-temporal fusion in the picture sequence stage and shallow attribute stage, resulting in the development of two fused intermediate movie domains. This prompts the video clip semantic segmentation design to constantly master spatio-temporal attributes of shared patch sequences which are influenced by domain-specific contexts, thus mitigating the characteristic hole involving the source and focus on domain.
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