| dc.creator | JUAN MANUEL RAMIREZ CORTES | |
| dc.creator | MARIA DEL PILAR GOMEZ GIL | |
| dc.creator | GABRIEL SANCHEZ PEREZ | |
| dc.date | 2009 | |
| dc.date.accessioned | 2023-07-25T16:23:20Z | |
| dc.date.available | 2023-07-25T16:23:20Z | |
| dc.identifier | http://inaoe.repositorioinstitucional.mx/jspui/handle/1009/1270 | |
| dc.identifier.uri | https://repositorioslatinoamericanos.uchile.cl/handle/2250/7806467 | |
| dc.description | We propose the use of the morphological pattern spectrum, or pecstrum, as the base of a biometric shape-based hand recognition system. The system receives an image of the right hand of a subject in an unconstrained pose, which is captured with a commercial flatbed scanner. According to pecstrum property of invariance to translation and rotation, the system does not require the use of pegs for a fixed hand position, which simplifies the image acquisition process. This novel feature-extraction method is tested using a Euclidean distance classifier for identification and verification cases, obtaining 97% correct identification, and an equal error rate (EER) of 0.0285 (2.85%) for the verification mode. The obtained results indicate that the pattern spectrum represents a good featureextraction alternative for low- and medium-level hand-shape-based biometric applications. | |
| dc.format | application/pdf | |
| dc.language | eng | |
| dc.publisher | SPIE and IS&T | |
| dc.relation | citation:Ramirez-Cortes, J.M., et al., (2009). Shape-based hand recognition approach using the morphological pattern spectrum, Journal of Electronic Imaging 18(1), (013012): 1-6 | |
| dc.rights | info:eu-repo/semantics/openAccess | |
| dc.rights | http://creativecommons.org/licenses/by-nc-nd/4.0 | |
| dc.subject | info:eu-repo/classification/cti/1 | |
| dc.subject | info:eu-repo/classification/cti/22 | |
| dc.subject | info:eu-repo/classification/cti/2203 | |
| dc.subject | info:eu-repo/classification/cti/2203 | |
| dc.title | Shape-based hand recognition approach using the morphological pattern spectrum | |
| dc.type | info:eu-repo/semantics/article | |
| dc.type | info:eu-repo/semantics/acceptedVersion | |
| dc.audience | students | |
| dc.audience | researchers | |
| dc.audience | generalPublic | |
