Research output: Contribution to journal › Article › peer-review
Susana Merino-Caviedes, Lucilio Cordero-Grande, Maria Teresa Perez, Pablo Casaseca-de-la-Higuera, Marcos Martin-Fernandez, Rachid Deriche, Carlos Alberola-Lopez
Original language | English |
---|---|
Journal | IEEE TRANSACTIONS ON IMAGE PROCESSING |
Volume | 28 |
Issue number | 4 |
DOIs | |
Published | 12 Nov 2018 |
Additional links |
2019 - A Second Order Multi-Stencil Fast Marching Method With a Non-Constant Local Cost Model_DRAFT
2019_A_Second_Order_Multi_Stencil_Fast_Marching_Method_With_a_Non_Constant_Local_Cost_Model_DRAFT.pdf, 953 KB, application/pdf
Uploaded date:27 Jun 2019
Version:Accepted author manuscript
The Fast Marching method is widely employed in several fields of image processing. Some years ago a Multi-Stencil version (MSFM) was introduced to improve its accuracy by solving the equation for a set of stencils and choosing the best solution at each considered node. The following work proposes a modified numerical scheme for MSFM to take into account the variation of the local cost, which has proven to be second order. The influence of the stencil set choice on the algorithm outcome with respect to stencil orthogonality and axis swapping is also explored, where stencils are taken from neighborhoods of varying radius. The experimental results show that the proposed schemes improve the accuracy of their original counterparts, and that the use of permutation-invariant stencil sets provides robustness against shifted vector coordinates in the stencil set.
King's College London - Homepage
© 2020 King's College London | Strand | London WC2R 2LS | England | United Kingdom | Tel +44 (0)20 7836 5454