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Choquet Integrals as Projection Operators for Quantified Tomographic Reconstruction
| Content Provider | Hyper Articles en Ligne (HAL) |
|---|---|
| Author | Rico, Agnès Mariano-Goulart, Denis Strauss, Olivier |
| Abstract | In this paper, we propose to investigate and analyze a new method for performing quantified projection and back-projection in emission tomography. This method is based on using non-summative kernels, capacities and asymmetric Choquet integral to obtain imprecise projected values (i.e. intervals instead of usual reconstructed pixel values). Validation studies using numerical and physical single photon computed emission tomography (SPECT) phantoms were used to demonstrate links between the length of these reconstructed intervals and the stochastic noise level in reconstructed slices. |
| Ending Page | 211 |
| Page Count | 14 |
| Starting Page | 198 |
| File Format | |
| ISSN | 01650114 |
| DOI | 10.1016/j.fss.2008.03.020 |
| Journal | Fuzzy Sets and Systems |
| Issue Number | 2 |
| Volume Number | 160 |
| Language | English |
| Publisher | Elsevier |
| Publisher Date | 2009-01-16 |
| Access Restriction | Open |
| Subject Keyword | Single photon emission computed tomography Capacity Choquet integral Quantification Radon transform Hough transform info phys spi Computer Science [cs] Signal and Image Processing Physics [physics] Nuclear Experiment [nucl-ex] Engineering Sciences [physics] Signal and Image processing |
| Content Type | Text |
| Resource Type | Article |
| Subject | Artificial Intelligence Logic |