- Tytuł:
- Flexible Neural Network Architecture for Handwritten Signatures Recognition
- Autorzy:
-
Połap, D.
Woźniak, M. - Tematy:
-
neural networks
handwritten signatures preprocessing
signature recognition
chebyshev polynomials - Pokaż więcej
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Powiązania:
- https://bibliotekanauki.pl/articles/226883.pdf Link otwiera się w nowym oknie
- Opis:
- This article illustrates modeling of flexible neural networks for handwritten signatures preprocessing. An input signature is interpolated to adjust inclination angle, than descriptor vector is composed. This information is preprocessed in proposed flexible neural network architecture, in which some neurons are becoming crucial for recognition and adapt to classification purposes. Experimental research results are compared in benchmark tests with classic approach to discuss efficiency of proposed solution.
- Dostawca treści:
- Biblioteka Nauki
Artykuł