View PDF Summary:Video clip semantic segmentation is usually a pivotal aspect of video clip representation Understanding. Having said that, sizeable domain shifts existing a challenge in correctly Studying invariant spatio-temporal characteristics throughout the labeled source domain and unlabeled target domain for online video semantic segmentation. To resolve the challenge, we suggest a novel DA-STC system for domain adaptive movie semantic segmentation, which contains a bidirectional multi-amount spatio-temporal fusion module and a classification-conscious spatio-temporal characteristic alignment module to aid steady Studying for domain-invariant attributes. To start with, we conduct bidirectional spatio-temporal fusion at the picture sequence amount and shallow function stage, bringing about the development of two fused intermediate movie domains. This prompts the video semantic segmentation model to continuously understand spatio-temporal characteristics of shared patch sequences which are affected by domain-certain contexts, thereby mitigating the characteristic hole in between the resource and concentrate on domain.
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