Check out PDF Abstract:Online video semantic segmentation is usually a pivotal element of video clip representation Discovering. However, considerable domain shifts present a challenge in properly learning invariant spatio-temporal functions throughout the labeled source domain and unlabeled focus on domain for video clip semantic segmentation. To resolve the problem, we suggest a novel DA-STC strategy for domain adaptive video semantic segmentation, which includes a bidirectional multi-level spatio-temporal fusion module and a category-aware spatio-temporal function alignment module to facilitate constant Studying for domain-invariant options. First of all, we perform bidirectional spatio-temporal fusion in the graphic sequence degree and shallow aspect amount, resulting in the construction of two fused intermediate video clip domains. This prompts the movie semantic segmentation product to continually study spatio-temporal features of shared patch sequences which can be influenced by domain-distinct contexts, therefore mitigating the function hole amongst the resource and target domain.
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