Label cleaning and propagation for improved segmentation performance using fully convolutional networks

ConclusionThis paper presented a validation for label cleaning and propagation based on FCNs. FCNs might have the potential to achieve improved segmentation performances even from sparse annotation data including possible noises by manual annotation, which can be an important clue to more efficient annotation.
Source: International Journal of Computer Assisted Radiology and Surgery - Category: Intensive Care Source Type: research