Reconciling Bayesian and perimeter regularization for binary inversion

• Main Authors: Dunbar, Oliver R. A., Dunlop, Matthew M., Elliott, Charles M., Hoang, Viet Ha, Stuart, Andrew M.
• 其他作者: School of Physical and Mathematical Sciences
• 格式: Article
• 語言: English
• 出版: 2021
• 主題: Engineering::Mathematics and analysis; Bayesian Inversion; Phase Field
• 在線閱讀: https://hdl.handle.net/10356/147617
• 機構: Nanyang Technological University

A central theme in classical algorithms for the reconstruction of discontinuous functions from observational data is perimeter regularization via the use of total variation. On the other hand, sparse or noisy data often demand a probabilistic approach to the reconstruction of images, to enable uncer...