A real-time orientation feature descriptor for portable devices
2014
A real-time orientation feature descriptor for portable devices is introduced. The descriptor requires very low
computational resources and has 16 dimensions shorter than all existing methods. The patch of a candidate feature is
firstly segmented into polar arranged sub-regions, which enables us to achieve rotation invariance rapidly. Furthermore,
the principal orientation is used to describe each sub-region. The computations can be considerably accelerated by using
integral image. The descriptor is used for object tracking and achieves 25 fps frame rate on mobile phone. Experimental
results demonstrate that the proposed method offers sufficient matching performance.
Keywords:
- Correction
- Source
- Cite
- Save
- Machine Reading By IdeaReader
4
References
0
Citations
NaN
KQI