Synthetic Dataset Creation » History » Version 6
Dmitry Lyumkis, 06/07/2010 11:19 AM
| 1 | 1 | Dmitry Lyumkis | h1. Synthetic Dataset Creation |
|---|---|---|---|
| 2 | |||
| 3 | 5 | Dmitry Lyumkis | This method uses projections of a 3D model in order to create a synthetic dataset. Although it can be modified according to the options specified, the scheme consists of 12 basic steps, as shown and summarized below: |
| 4 | 2 | Dmitry Lyumkis | |
| 5 | 1 | Dmitry Lyumkis | !http://emg.nysbc.org/attachments/293/Supplementary_Figure_5_-_Synthetic_dataset_creation.png! |
| 6 | 5 | Dmitry Lyumkis | |
| 7 | 6 | Dmitry Lyumkis | # a model is chosen from which projectinos are created |
| 8 | # the model is projected either in an even distribution or with axial preference |
||
| 9 | # the projections are randomly rotated in the XY plane |
||
| 10 | # the projections are randomly shifted in the XY plane |