Offline handwritten signature verification is one of the most prevalent and prominent biometric methods in many application fields. Siamese neural network, which can extract compare writers’ style features, proves to be efficient verifying offline signature. However, traditional network fails represent writing fully suffers from low performance when distribution positive negative samples unbala...