Abstract
The concept of bounded variation quantity (B.V.Q.) is proposed as a local feature of patterns, especially waveform patterns and picture patterns. It is closely connected with the mathematically complicated concepts of total variation and distribution, but the result is shown by a simplified form (i.e. a summation of absolute differences) for concrete calculations. Its availability is also demonstrated through several applications such as seismic-wave analysis, the estimation of standard deviation in an independent Gaussian process and a method of detecting the directionality of picture patterns.
| Original language | English |
|---|---|
| Pages (from-to) | 93-101 |
| Number of pages | 9 |
| Journal | Pattern Recognition |
| Volume | 15 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - 1982 |
| Externally published | Yes |
Keywords
- Bounded variation quantity (B.V.Q.)
- Convergence ratio
- Directionality
- Gaussian noise
- Local feature
- Probabilistic set theory
- Real-time processing
- Seismic-wave analysis
- Texture analysis
- Theory of Distribution