Multi-Source Domain Alignment for Domain Invariant Segmentation in Unknown Targets
Pranjay Shyam,Kuk-Jin Yoon,Kyung-Soo Kim,Pranjay Shyam,Kuk-Jin Yoon,Kyung-Soo Kim
Semantic segmentation provides scene understanding capability by performing pixel-wise classification of objects within an image. However, the sensitivity of such algorithms towards domain changes requires fine-tuning using an annotated dataset for each novel domain, which is expensive to construct and inefficient. We highlight that irrespective of the training dataset, structural properties of sc...
