See PDF Summary:Video clip semantic segmentation is a pivotal element of video representation Understanding. On the other hand, considerable domain shifts present a obstacle in correctly Mastering invariant spatio-temporal characteristics throughout the labeled source domain and unlabeled target domain for video clip semantic segmentation. To unravel the obstacle, we suggest a novel DA-STC strategy for domain adaptive video semantic segmentation, which incorporates a bidirectional multi-amount spatio-temporal fusion module as well as a group-informed spatio-temporal function alignment module to aid constant Understanding for domain-invariant attributes. To begin with, we complete bidirectional spatio-temporal fusion at the image sequence stage and shallow element degree, bringing about the construction of two fused intermediate online video domains. This prompts the online video semantic segmentation design to continuously master spatio-temporal features of shared patch sequences which might be motivated by domain-particular contexts, thus mitigating the element hole between the source and focus on domain.

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