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| dc.contributor | Universitat de Vic. Escola Politècnica Superior |
|---|---|
| dc.contributor | Universitat de Vic. Grup de Recerca en Tecnologies Digitals |
| dc.contributor | International Conference on Bio-Inspired Systems and Signal Processing Biosignals 2013 ( Barcelona : 11/13-2-2013) |
| dc.contributor | BIOSIGNALS 2013 |
| dc.contributor.author | Gallego Jutglà, Esteve |
| dc.contributor.author | Lopez-de-Ipiña, Karmele |
| dc.contributor.author | Solé-Casals, Jordi |
| dc.date | 2013 |
| dc.identifier | GALLEGO-JUTGLÀ, E., LOPEZ-DE-IPIÑA, K., MARTÍ-PUIG, P. and SOLÉ CASALS, J., 2013. Empirical mode decomposition-based face recognition system, International Conference on Bio-Inspired Systems and Signal Processing, BIOSIGNALS 2013, 11 February 2013 through 14 February 2013 2013, pp. 445-450. |
| dc.identifier | 9789898565365 |
| dc.identifier | http://hdl.handle.net/10854/2283 |
| dc.identifier.uri | http://hdl.handle.net/10854/2283 |
| dc.description | In this work we explore the multivariate empirical mode decomposition combined with a Neural Network classifier as technique for face recognition tasks. Images are simultaneously decomposed by means of EMD and then the distance between the modes of the image and the modes of the representative image of each class is calculated using three different distance measures. Then, a neural network is trained using 10- fold cross validation in order to derive a classifier. Preliminary results (over 98 % of classification rate) are satisfactory and will justify a deep investigation on how to apply mEMD for face recognition. |
| dc.format | application/pdf |
| dc.language | eng |
| dc.publisher | Springer |
| dc.rights | (c) Springer (The original publication is available at www.springerlink.com) |
| dc.rights | Tots els drets reservats |
| dc.rights | info:eu-repo/semantics/openAccess |
| dc.subject | Xarxes neuronals (Informàtica) |
| dc.subject | Biometria |
| dc.title | Empirical mode decomposition-based face recognition system |
| dc.type | info:eu-repo/semantics/conferenceObject |
Documentos con el texto completo de este documento
| Ficheros | Tamaño | Formato | Vista |
|---|---|---|---|
| artconlli_a2013_marti_puig_empirical_mode.pdf | 356.8 KB | application/pdf | Vista/Abrir |