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Floating-point accelerator for biometric recognition on FPGA embedded systems

Autor
Cantó, E.; Lopez, M.; Ramos, R.
Tipus d'activitat
Article en revista
Revista
Journal of parallel and distributed computing
Data de publicació
2018-02-01
Volum
112
Número
Part 1
Pàgina inicial
20
Pàgina final
34
DOI
https://doi.org/10.1016/j.jpdc.2017.09.010 Obrir en finestra nova
Projecte finançador
Procesador vectorial para sistemas de identificación a gran escala y sistemas basados en wearables
Repositori
https://www.researchgate.net/publication/320350524_Floating-point_accelerator_for_biometric_recognition_on_FPGA_embedded_systems Obrir en finestra nova
URL
http://www.sciencedirect.com/science/article/pii/S0743731517302642 Obrir en finestra nova
Resum
This paper aims at presenting a Floating-Point Biometric Accelerator (FPBA) specially designed to speed-up processing kernels used in biometric algorithms. The FPBA was developed in order to facilitate its inclusion as part of an embedded system that was implemented on a low-cost FPGA family from Xilinx. The advantage of this approach is that such algorithms can be programmed on the same hardware architecture following a software design flow. The internal design includes several blocks that comp...
Paraules clau
Accelerator, Biometrics, DTW, Embedded system, FFT, FPGA, Floating-point, GMM, SVM
Grup de recerca
SARTI - Centre de Desenvolupament Tecnològic de Sistemes d'Adquisició Remota i Tractament de la Informació

Participants