This article is devoted to the development of a method that provides verification of handwritten signatures based on real samples obtained by scanning with a resolution of 800 dpi. Handwritten signature remains one of the most common identification methods and consideration of the problems of this promising area contributes to the search for a solution to this problem One of the main stages of recognition is classification. This article describes the results of handwritten signature recognition using a convolutional neural network. A database of handwritten signatures of 10 people was used for experiments. The signatures are digitized as color images with a resolution of 850×550 pixels. There are 10 genuine and 10 fake signatures for each person. Experiments were carried out with the reduction of signatures to the size 128×128, 256×256, 512×512 pixels. As a result of the study of this model, it has shown its effectiveness and practical suitability for use in biometric identification systems.
| Mualliflar | Ахунджанов, Умиджон |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2023-12-11 |
| Son | 4 |
| Betlar | 70-74 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
Recognition, verification, handwritten signature, classification, False Rejection Rate (FRR), False Acceptance Rate (FAR)., Recognition, verification, handwritten signature, classification, False Rejection Rate (FRR), False Acceptance Rate (FAR)
| APA | Ахунджанов, Умиджон (2023). VERIFICATION OF STATIC SIGNATURE USING CONVOLUTIONAL NEURAL NETWORK. Al-Farg'oniy avlodlari, (4), 70-74. https://al-fargoniy.uz/index.php/journal/article/view/161 |
|---|---|
| GOST (OAK) | Ахунджанов, Умиджон VERIFICATION OF STATIC SIGNATURE USING CONVOLUTIONAL NEURAL NETWORK // Al-Farg'oniy avlodlari. – 2023. – № 4. – P. 70-74. |
| MLA | Ахунджанов, Умиджон. “VERIFICATION OF STATIC SIGNATURE USING CONVOLUTIONAL NEURAL NETWORK.” Al-Farg'oniy avlodlari, (4), 70-74, 2023. https://al-fargoniy.uz/index.php/journal/article/view/161 |
| Chicago | Ахунджанов, Умиджон. “VERIFICATION OF STATIC SIGNATURE USING CONVOLUTIONAL NEURAL NETWORK.” Al-Farg'oniy avlodlari, (4), 70-74 (2023). https://al-fargoniy.uz/index.php/journal/article/view/161 |
| Harvard | Ахунджанов, Умиджон (2023) ‘VERIFICATION OF STATIC SIGNATURE USING CONVOLUTIONAL NEURAL NETWORK’, Al-Farg'oniy avlodlari, (4), 70-74. https://al-fargoniy.uz/index.php/journal/article/view/161 |
| BibTeX | @article{article2023,
title = {VERIFICATION OF STATIC SIGNATURE USING CONVOLUTIONAL NEURAL NETWORK},
author = {Ахунджанов, Умиджон},
journal = {Al-Farg'oniy avlodlari},
year = {2023},
number = {4},
pages = {70-74},
url = {https://al-fargoniy.uz/index.php/journal/article/view/161}
} |
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