Staircasing in total variation denoising
= Staircasing in total variation denoising
Staircasing is the formation of approximately constant plateaux in reconstructed data, even when the original data vary smoothly. The linear growth of the <total variation seminorm on a domain> favors sparse spatial gradients, so preserving jumps can come at the cost of flattening gradual transitions.