"Matou\u0161ek, V\u00E1clav" . . . . "P\u0159\u00EDsp\u011Bvek sezn\u00E1m\u00ED poslucha\u010De a \u010Dten\u00E1\u0159e s principem verifikace podpis\u016F, resp. autentifikace p\u0159\u00EDstupu, na z\u00E1klade vlastnoru\u010Dn\u00EDho podpisu u\u017Eivatele po\u0159\u00EDzen\u00E9ho speci\u00E1ln\u00EDm biometrick\u00FDm perem. Carpenter-Grossbergova um\u011Bl\u00E1 neuronov\u00E1 s\u00ED\u0165 typu ART-2 a Kohonenova Self-organizing Feature Map (SOFM) jsou ve verifik\u00E1toru alternativn\u011B u\u017Eity nejprve pro shlukov\u00E1n\u00ED obraz\u016F podpis\u016F pou\u017Eit\u00FDch k tr\u00E9nov\u00E1n\u00ED klasifik\u00E1toru (pou\u017Eito je u\u010Den\u00ED klasifik\u00E1toru bez u\u010Ditele) a pot\u00E9 ke klasifikaci %22nezn\u00E1m\u00FDch%22 obraz\u016F. Obrazy podpis\u016F jsou vytv\u00E1\u0159eny jako n slo\u017Ekov\u00E9 p\u0159\u00EDznakov\u00E9 vektory rychlou waveletovou transformac\u00ED sign\u00E1l\u016F produkovan\u00FDch speci\u00E1ln\u011B vyvinut\u00FDm biometrick\u00FDm perem." . "Kognice a um\u011Bl\u00FD \u017Eivot 5" . "10"^^ . "Verifikace podpis\u016F um\u011Bl\u00FDmi neuronov\u00FDmi s\u00EDt\u011Bmi ART-2 a SOFM" . "signature verification; SOFM; ART-2; wavelet transform; biometric authentication"@en . "S" . "Using of artificial neural network ART-2 and SOFM for signature verification"@en . "548721" . "80-7248-310-2" . . "399-408" . "Verifikace podpis\u016F um\u011Bl\u00FDmi neuronov\u00FDmi s\u00EDt\u011Bmi ART-2 a SOFM"@cs . "P\u0159\u00EDsp\u011Bvek sezn\u00E1m\u00ED poslucha\u010De a \u010Dten\u00E1\u0159e s principem verifikace podpis\u016F, resp. autentifikace p\u0159\u00EDstupu, na z\u00E1klade vlastnoru\u010Dn\u00EDho podpisu u\u017Eivatele po\u0159\u00EDzen\u00E9ho speci\u00E1ln\u00EDm biometrick\u00FDm perem. Carpenter-Grossbergova um\u011Bl\u00E1 neuronov\u00E1 s\u00ED\u0165 typu ART-2 a Kohonenova Self-organizing Feature Map (SOFM) jsou ve verifik\u00E1toru alternativn\u011B u\u017Eity nejprve pro shlukov\u00E1n\u00ED obraz\u016F podpis\u016F pou\u017Eit\u00FDch k tr\u00E9nov\u00E1n\u00ED klasifik\u00E1toru (pou\u017Eito je u\u010Den\u00ED klasifik\u00E1toru bez u\u010Ditele) a pot\u00E9 ke klasifikaci %22nezn\u00E1m\u00FDch%22 obraz\u016F. Obrazy podpis\u016F jsou vytv\u00E1\u0159eny jako n slo\u017Ekov\u00E9 p\u0159\u00EDznakov\u00E9 vektory rychlou waveletovou transformac\u00ED sign\u00E1l\u016F produkovan\u00FDch speci\u00E1ln\u011B vyvinut\u00FDm biometrick\u00FDm perem."@cs . . "Mautner, Pavel" . . . "Verifikace podpis\u016F um\u011Bl\u00FDmi neuronov\u00FDmi s\u00EDt\u011Bmi ART-2 a SOFM"@cs . "RIV/49777513:23520/05:00000639!RIV07-MSM-23520___" . . . "3"^^ . "RIV/49777513:23520/05:00000639" . "[D3792756654A]" . "Opava" . . . "Verifikace podpis\u016F um\u011Bl\u00FDmi neuronov\u00FDmi s\u00EDt\u011Bmi ART-2 a SOFM" . "Smolenice" . . . "2005-01-01+01:00"^^ . "23520" . "Slezsk\u00E1 univerzita v Opav\u011B" . "3"^^ . "Mar\u0161\u00E1lek, Tom\u00E1\u0161" . "The Carpenter-Grossberg ART-2 and Kohonen Self-organizing Feature Map (SOFM) have been developed for the clustering of input vectors and have been commonly used as unsupervised learned classifiers. In this paper we describe the use of these neural network models for signature verification. The biometric data of all signatures were acquired by a special digital data acquisition pen and fast wavelet transformation was used for feature extraction. Part of the genuine signature data were used for training both signature verifiers. The architecture of the verifiers and obtained results are discussed here and ideas for future research are also suggested"@en . . . . "Using of artificial neural network ART-2 and SOFM for signature verification"@en . . . .