Abstract
To overcome the weakness of TV based image registration models, we propose a fractional-order decomposition model for image registration. In this model, deformation is decomposed into two components: discontinuous component and smooth component. The fractional-order total variation regularization and higher order regularization are added on these two components, respectively. Furthermore, a numerical algorithm is proposed to solve this model. Numerical tests are also performed to show the efficiency of the proposed model.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.