Measuring uncertainty in human visual segmentation
Fig 5
Accurate inference of segmentation maps from variable data.
Left: the MAE between reconstructed maps and ground truth (GT) as a function of the uncertainty (with and without regularization, light and dark gray respectively). Shaded areas represent 95% bootstrap error bars. Top–Right: ground truth maps. Center–Right: reconstructed maps without regularization from low (left) and high (right) uncertainty. Bottom–Right: same as Center-Right but with regularization. The mention “10 Reg.” means that we use regularization with λ = 10.