Abstract
In this paper, an automatic approach for the generation of moment invariants is presented. By making use of this approach a complete set of moment invariants is generated, many of which have never been reported in the literature. This approach will guarantee not to miss any possible expression that may be useful for pattern recognition. Consequently, we have made use of the generated set of moment invariants, which include higher order moments, for the recognition of English alphabets. In this paper we also include the results of our study on selecting the best set of weighting factors for invariant moments, such that we have improved the recognition rates to over 98.8%.
| Original language | English |
|---|---|
| Title of host publication | Proceedings - IEEE International Symposium on Circuits and Systems |
| Publisher | Publ by IEEE |
| Pages | 559-562 |
| Number of pages | 4 |
| Volume | 1 |
| ISBN (Print) | 0780312813 |
| Publication status | Published - 1 Jan 1993 |
| Event | 1993 IEEE International Symposium on Circuits and Systems - Chicago, IL, United States Duration: 3 May 1993 → 6 May 1993 |
Conference
| Conference | 1993 IEEE International Symposium on Circuits and Systems |
|---|---|
| Country/Territory | United States |
| City | Chicago, IL |
| Period | 3/05/93 → 6/05/93 |
ASJC Scopus subject areas
- Electrical and Electronic Engineering
- Electronic, Optical and Magnetic Materials