Abstract
We discuss a method suitable for inpainting both
large scale geometric structures and stochastic
texture components. We use the well-known FRAME
model for inpainting. We introduce a temperature
term in the learnt FRAME Gibbs distribution. By
using a fast cooling scheme a MAP-like solution is
found that can reconstruct the geometric
structure. In a second step a heating scheme is used
that reconstruct the stochastic texture. Both steps
in the reconstruction process are necessary, and
contribute in two very different ways to the
appearance of the reconstruction.
large scale geometric structures and stochastic
texture components. We use the well-known FRAME
model for inpainting. We introduce a temperature
term in the learnt FRAME Gibbs distribution. By
using a fast cooling scheme a MAP-like solution is
found that can reconstruct the geometric
structure. In a second step a heating scheme is used
that reconstruct the stochastic texture. Both steps
in the reconstruction process are necessary, and
contribute in two very different ways to the
appearance of the reconstruction.
| Original language | English |
|---|---|
| Title of host publication | Image Analysis : 15th Scandinavian Conference, SCIA 2007, Aalborg, Denmark, June 10-14, 2007 |
| Number of pages | 10 |
| Publisher | Springer |
| Publication date | 2007 |
| Pages | 591-600 |
| ISBN (Print) | 9783540730392 |
| Publication status | Published - 2007 |
| Event | Scandinavian Conference on Image Analysis - Aalborg, Denmark Duration: 10 Jun 2007 → 14 Jun 2007 Conference number: 15 |
Conference
| Conference | Scandinavian Conference on Image Analysis |
|---|---|
| Number | 15 |
| Country/Territory | Denmark |
| City | Aalborg |
| Period | 10/06/2007 → 14/06/2007 |
| Series | Lecture notes in computer science |
|---|---|
| Number | 4522 |
| ISSN | 0302-9743 |