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Comparison of PCA-, MDF-, and RD-LDA-based Feature Extraction Approaches for Hand-based Personal Recognition


Pavešić, Nikola; Ribarić, Slobodan; Grad, Benjamin
Comparison of PCA-, MDF-, and RD-LDA-based Feature Extraction Approaches for Hand-based Personal Recognition // Proceedings of the International Conference on Computer Systems and Tehnologies : CompSysTech'07 / B. Rachev, B. ; Smirkarov, A. ; Dimov, D. (ur.).
Rousse: Bulgarian Chapter of ACM, 2007. str. v.3-1 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Comparison of PCA-, MDF-, and RD-LDA-based Feature Extraction Approaches for Hand-based Personal Recognition

Autori
Pavešić, Nikola ; Ribarić, Slobodan ; Grad, Benjamin

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the International Conference on Computer Systems and Tehnologies : CompSysTech'07 / B. Rachev, B. ; Smirkarov, A. ; Dimov, D. - Rousse : Bulgarian Chapter of ACM, 2007, V.3-1

ISBN
978-954-9641-50-9

Skup
International Conference on Computer Systems and Tehnologies : CompSysTech'07

Mjesto i datum
Rousse, Bugarska, 14.-15.06.2007

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Personal recognition; multimodal systems; fingerprint; palmprint; digitprint

Sažetak
In this paper, Principal Component Analysis (PCA), Most Discriminant Features (MDF) and Regularized-Direct Linear Discriminant Analysis (RD_LDA)- based feature extraction approaches are tested and compared in an experimental personal recognition system.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
036-0361935-1954 - Teorija, modeliranje i uporaba autonomno orijentiranih računarskih struktura (Slobodan Ribarić, )

Ustanove
Fakultet elektrotehnike i računarstva, Zagreb

Autor s matičnim brojem:
Slobodan Ribarić, (112300)

Citiraj ovu publikaciju

Pavešić, Nikola; Ribarić, Slobodan; Grad, Benjamin
Comparison of PCA-, MDF-, and RD-LDA-based Feature Extraction Approaches for Hand-based Personal Recognition // Proceedings of the International Conference on Computer Systems and Tehnologies : CompSysTech'07 / B. Rachev, B. ; Smirkarov, A. ; Dimov, D. (ur.).
Rousse: Bulgarian Chapter of ACM, 2007. str. v.3-1 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Pavešić, N., Ribarić, S. & Grad, B. (2007) Comparison of PCA-, MDF-, and RD-LDA-based Feature Extraction Approaches for Hand-based Personal Recognition. U: B. Rachev, B., Smirkarov, A. & Dimov, D. (ur.)Proceedings of the International Conference on Computer Systems and Tehnologies : CompSysTech'07.
@article{article, year = {2007}, pages = {v.3-1-V3-7}, keywords = {personal recognition, multimodal systems, fingerprint, palmprint, digitprint}, isbn = {978-954-9641-50-9}, title = {Comparison of PCA-, MDF-, and RD-LDA-based Feature Extraction Approaches for Hand-based Personal Recognition}, keyword = {personal recognition, multimodal systems, fingerprint, palmprint, digitprint}, publisher = {Bulgarian Chapter of ACM}, publisherplace = {Rousse, Bugarska} }