公开(公告)号：US20190272447A1

公开(公告)日：2019-09-05

申请号：US15912355

申请日：2018-03-05

Applicant: Hong Kong Applied Science and Technology Research Institute Co., Ltd.

Inventor： Siu Kit Wong ,  Man Kin Lau

IPC: G06K9/62 ,  G06T11/20

Abstract: Embodiments of the technology discussed herein address problems of traditional electronic character recognition training by artificially generating handwriting in a unique way according to machine learning techniques that transform handwriting samples according to generative rules and discriminative rules. Solutions provided herein produce a wide range of artificially generated handwriting that appears to be human generated handwriting. As such, embodiments herein provide additional characters for a system's character bank that are obtained more efficiently, as compared to traditional techniques. Further, embodiments herein are designed to be suitable for machine learning, and as such, the techniques grow ever more efficient as the techniques are performed. In short, the solutions provided herein improve the computing technology itself in a manner that makes robust electronic Chinese character recognition feasible.