Watch PDF Abstract:Video clip semantic segmentation is a pivotal aspect of movie representation Understanding. On the other hand, sizeable domain shifts present a problem in effectively Studying invariant spatio-temporal capabilities through the labeled supply domain and unlabeled focus on domain for online video semantic segmentation. To solve the problem, we propose a novel DA-STC system for domain adaptive video semantic segmentation, which incorporates a bidirectional multi-level spatio-temporal fusion module and a category-aware spatio-temporal function alignment module to facilitate consistent learning for domain-invariant options. To begin with, we accomplish bidirectional spatio-temporal fusion with the graphic sequence degree and shallow element level, bringing about the development of two fused intermediate video clip domains. This prompts the video clip semantic segmentation product to consistently discover spatio-temporal options of shared patch sequences that happen to be affected by domain-specific contexts, thus mitigating the feature gap among the resource and focus on domain.
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