The Treasure Beneath Multiple Annotations: An Uncertainty-aware Edge Detector

Caixia Zhou, Yaping Huang, Mengyang Pu +3

Deep learning-based edge detectors heavily rely on pixel-wise labels which are often provided by multiple annotators. Existing methods fuse multiple annotations using a simple voti…