Signature Recognition Using Backpropagation Artificial Neural Network Method
Journal Title: International Journal of Health, Engineering and Technology - Year 2022, Vol 1, Issue 2
Abstract
A signature is a sign or symbol that is a miniature version of its owner. A signature is also a biometric feature that can be used to verify a person's identity. The signature used as a personal identification as well as the presence of a signature in a document states that the party who signed, knows and approves or as ratification of the entire contents of the document and becomes legal evidence. Signature recognition is done using an artificial neural network with backpropagation algorithm. In the backpropagation algorithm, signatures are trained to recognize a person's signature with some data such as target data, training data and test data. Then the network is tested for networking. The results of the application are used to recognize signature recognition using the backpropagation method obtained with different accuracy according to the original data obtained from feature extraction. Where the lowest accuracy is 30% and the highest accuracy is 100%
Authors and Affiliations
Layla Mutiara Hasibuan,Achmad Fauzi,Magdalena Simanjuntak ,
Keywords
Related Articles
- EP ID EP736502
- DOI https://doi.org/10.55227/ijhet.v1i2.18
- Views 48
- Downloads 0
The Effect Of Playing Collage On The Development Of Fine Motorics In Preschool Children
The low development of children's fine motor skills preschool. This can be seen when children do collage play activities, many children are not neat in making collage patterns.To determine the effect of playing collage o...
Use Of Drugs And Polypharmacy In Dyspepsia Patients At UPT. Narumonda Health Center
Changes in lifestyle and eating patterns are one of the causes of digestive tract disorders. The most common digestive disorder suffered is dyspepsia. Dyspepsia is a group of clinical symptoms or syndromes consisting of...
The Relationship Of Online Learning To The Quality Of Student Learning Akper HKBP Balige Year 2020
Learning is an important factor in a person's daily life. Learning is an important factor in a person's daily life. Saiful Mujani Research and Consulting (SMRC) released data on the results of a survey conducted in the p...
The Relationship Of Organizational Climate And Nurse Handover To Patient Safety Incidents In Porsea General Hospital Items
Nurses as one of the largest human resources in hospital health care institutions have an important contribution in providing nursing care. Health services can be at risk of causing patient safety incidents. This condit...
Determinants Compliance of Rubber Farmer for Paying Contributions Independent Health BPJS in Muaro Jambi Regency
The National Health Insurance Program organized by the Social Security Administering Body (BPJS) in accordance with the provisions of Law Number 24 of 2011 which is a government program is useful to support deterministic...