1. Science
  2. Publications
  3. Information Processing Systems
  4. 8(115)'2013
  5. Local characteristics detection of biometric images based on wavelet-neuro-compressor

Local characteristics detection of biometric images based on wavelet-neuro-compressor

О.A. Vynokurova, Yu.Ye. Tatarinova, О.V. Asieiev
Annotations languages:

In this paper architecture and all parameters learning algorithm of wavelet-neuro-compressor of large size data for the purpose of detection local features biometric images are proposed. Wavelet-neuro-compressor allows to compress not only images, data in the "object-property" table but and non-stationary nonlinear time series in on-line mode. Proposed approach can be used for solving of the different problems in the intelligent signal processing and the tasks of user authentication with biometrics pattern.
Keywords: data compression of large size, wavelet-neuro-compressor, biometric pattern, authentication, biometrics