Transform-domain sparsity regularization for inverse problems in geosciences

We have developed a new regularization approach for estimating unknown spatial fields, such as facies distributions or porosity maps. The proposed approach is especially efficient for fields that have a sparse representation when transformed into a complementary function space (e.g., a Fourier space...

Full description

Bibliographic Details
Main Authors: Jarapour, Behnam (Author), Goyal, Vivek K. (Contributor), McLaughlin, Dennis (Contributor), Freeman, William T. (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Civil and Environmental Engineering (Contributor), Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science (Contributor)
Format: Article
Language:English
Published: Society of Exploration Geophysicists, 2012-01-03T19:40:43Z.
Subjects:
Online Access:Get fulltext