Check out PDF Abstract:Video semantic segmentation is usually a pivotal element of video clip illustration Understanding. On the other hand, substantial domain shifts existing a problem in successfully Studying invariant spatio-temporal options through the labeled resource domain and unlabeled focus on domain for online video semantic segmentation. To solve the obstacle, we propose a novel DA-STC approach for domain adaptive online video semantic segmentation, which incorporates a bidirectional multi-amount spatio-temporal fusion module as well as a category-informed spatio-temporal element alignment module to facilitate dependable Mastering for domain-invariant attributes. For starters, we carry out bidirectional spatio-temporal fusion at the image sequence amount and shallow aspect degree, bringing about the construction of two fused intermediate movie domains. This prompts the video clip semantic segmentation model to constantly find out spatio-temporal characteristics of shared patch sequences that happen to be motivated by domain-precise contexts, thus mitigating the function gap among the supply and focus on domain.
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