| Presentation | 1996/6/28 Fingerprint verification method based on HMM : Investigation relating to the logarithmic likelihood Hideyo TAKEUCHI, Hironobu FUJIYOSHI, Taizo UMEZAKI, |
|---|---|
| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, the logarithmic likelihood in fingerprint verification method based on HMM is examined. First, we describe that the offset value have influence on the likelihood in training HMM. Its value is added to avoid proberbilities become zero, and it is indicated that the value from 10^<-3> to 10^<-4> is proper. Next, the codebook size used in vector quantization is investigated. In the size of 256, the likelihood is not stable, because the ratio of codes (symbols) whose frequency is lower increases. Also in the 64 size, vector quantization errors are increased. It is shown that the optimal size is 128. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Hidden Markov Model / HMM / codebook / fingerprint / vector quantization |
| Paper # | PRMU96-39 |
| Date of Issue |
| Conference Information | |
| Committee | PRMU |
|---|---|
| Conference Date | 1996/6/28(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | |
| Vice Chair | |
| Secretary | |
| Assistant | |
| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
|---|---|
| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Fingerprint verification method based on HMM : Investigation relating to the logarithmic likelihood |
| Sub Title (in English) | |
| Keyword(1) | Hidden Markov Model |
| Keyword(2) | HMM |
| Keyword(3) | codebook |
| Keyword(4) | fingerprint |
| Keyword(5) | vector quantization |
| 1st Author's Name | Hideyo TAKEUCHI |
| 1st Author's Affiliation | Faculty of Engineering, Chubu University() |
| 2nd Author's Name | Hironobu FUJIYOSHI |
| 2nd Author's Affiliation | Faculty of Engineering, Chubu University |
| 3rd Author's Name | Taizo UMEZAKI |
| 3rd Author's Affiliation | Faculty of Engineering, Chubu University |
| Date | 1996/6/28 |
| Paper # | PRMU96-39 |
| Volume (vol) | vol.96 |
| Number (no) | 141 |
| Page | pp.pp.- |
| #Pages | 8 |
| Date of Issue | |