Semantic segmentation assigns a class label to every pixel in an image, enabling fine-grained scene interpretation that underpins applications from autonomous navigation to medical diagnostics. Early ...

Deep learning-based defect detection methods have gained widespread application in industrial quality inspection. However, limitations such as insufficient sample sizes, low data utilization, and ...