Handwritten Signature Verification using Deep Learning

Even though most areas, including land records, agreements between parties, legal certificates, identification cards, etc., are moving toward digital documents with signatures for authentication, uses only a signature written by hand. Verifying is crucial because false would have significant impact on the actual owner. Therefore, it essential to recognize genuine in order avoid such frauds. In this work, deep learning technique used produces highest accuracy and does not require excessive preprocessing. Image processing, classification, segmentation common applications model that based convolutional neural network (CNN). The CNN algorithm learns more than KNN, SVM, other algorithms. This work makes use of improve classification. Keywords: Signature, Convolutional Neural Networks (CNN), Support Vector Machine (SVM), K-Nearest Neighbors (KNN).