Abstract
A robust optical flow algorithm for larger motion velocity and lager velocity change was presented. A novel gradient constraint equation was obtained through analyzing the error of temporal gradient. On the other hand, the anisotropic diffusion equation was introduced in the oriented smoothness constraint so that the computation of flow velocity in the motion discontinuity can be improved. According to these improvements, the multi-grid differential optical flow algorithm can not only alleviate the error propagation effect, but also adapt itself to larger motion velocity and lager velocity change. The experimental results have shown that the flow field of density 100% can not only be created by the algorithm proposed in this paper, but also be provided with good computation accuracy and robustness for lager motion velocity and lager velocity change.
| Original language | English |
|---|---|
| Pages (from-to) | 1851-1855 |
| Number of pages | 5 |
| Journal | Tien Tzu Hsueh Pao/Acta Electronica Sinica |
| Volume | 31 |
| Issue number | 12 |
| State | Published - Dec 2003 |
| Externally published | Yes |
Keywords
- Anisotropic diffusion
- Error propagation
- Flow velocity
- Multi-grid
- Optical flow field
- Robustness
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