An empirical approach for currency identification
| LEADER | caa a22 4500 | ||
|---|---|---|---|
| 001 | 605447314 | ||
| 003 | CHVBK | ||
| 005 | 20210128100131.0 | ||
| 007 | cr unu---uuuuu | ||
| 008 | 210128e20150701xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s11042-013-1833-x |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s11042-013-1833-x | ||
| 245 | 0 | 3 | |a An empirical approach for currency identification |h [Elektronische Daten] |c [Wei Yan, J. Chambers, A. Garhwal] |
| 520 | 3 | |a Currency identification is the application of systematic methods to determine authenticity of questioned currency. However, identification analysis is a difficult task requiring specially trained examiners, the most important challenge is automating the analysis process reducing human labor and time. In this study, an empirical approach for automated currency identification is formulated and a prototype is developed. A two parts feature vector is defined comprised of color features and texture features. Finally the banknote in question is classified by a Feedforward Neural Network (FNN) and a measurement of the similarity between existing samples and suspect banknote is output. | |
| 540 | |a Springer Science+Business Media New York, 2014 | ||
| 690 | 7 | |a Currency identification |2 nationallicence | |
| 690 | 7 | |a Neural network |2 nationallicence | |
| 690 | 7 | |a Empirical approach |2 nationallicence | |
| 700 | 1 | |a Yan |D Wei |u AUT University, Auckland, New Zealand |4 aut | |
| 700 | 1 | |a Chambers |D J. |u AUT University, Auckland, New Zealand |4 aut | |
| 700 | 1 | |a Garhwal |D A. |u AUT University, Auckland, New Zealand |4 aut | |
| 773 | 0 | |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/13(2015-07-01), 4723-4733 |x 1380-7501 |q 74:13<4723 |1 2015 |2 74 |o 11042 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s11042-013-1833-x |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s11042-013-1833-x |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Yan |D Wei |u AUT University, Auckland, New Zealand |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Chambers |D J. |u AUT University, Auckland, New Zealand |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Garhwal |D A. |u AUT University, Auckland, New Zealand |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Multimedia Tools and Applications |d Springer US; http://www.springer-ny.com |g 74/13(2015-07-01), 4723-4733 |x 1380-7501 |q 74:13<4723 |1 2015 |2 74 |o 11042 | ||