Unsupervised Domain Adaptive Segmentation Algorithm Based on Two-Level Category Alignment

Unsupervised Domain Adaptive Segmentation Algorithm Based on Two-Level Category Alignment

Information Science, Automation, Artificial Intelligence,
unsupervised domain adaption   semantic segmentation   two-level category alignment   class activation map   generative adversarial network  

Semantic segmentation aims to predict category labels for each pixel in an image (Liu et al., 2021; Wang et al., 2021) and is widely used in scene understanding, medical image analysis, autonomous driving, geographic information systems, and augmented reality (Strudel et al., 2021; Sun et al., 2023). Although the development of deep neural networks...