Verification method and device based on handwritten character recognition

A handwritten character and verification method technology, applied in the field of image recognition, can solve the problems of reducing user experience, increasing the difficulty of human recognition, increasing the difficulty of machine recognition, etc., and achieve the effect of improving security

Active Publication Date: 2017-07-14
GUANGDONG MATVIEW INTELLIGENT SCI & TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] Disadvantages or deficiencies: In the existing verification code technology, the operation of the user to submit verification information is through mouse or keyboard events, and the type of submitted verification information is characters; figure 1 Schematic diagram of the existing verification code technology
[0005] In the existing verification code technology, the design is mainly based on the idea of ​​making the reference verification code ea

Method used

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  • Verification method and device based on handwritten character recognition
  • Verification method and device based on handwritten character recognition
  • Verification method and device based on handwritten character recognition

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Embodiment Construction

[0049] Below, in conjunction with accompanying drawing and specific embodiment, the present invention is described further:

[0050] like figure 2 As shown, the present invention provides a kind of verification method based on handwritten character recognition, comprises the following steps:

[0051] Before verification, it is necessary to establish a training recognition template for subsequent recognition and judgment; through preprocessing, feature extraction, and recognition training for learning verification, a recognition model is established. Training: The process of extracting standard templates from the training set verification code, that is, the standard feature library (template library), each handwritten character has hundreds of standard templates, after preprocessing and feature extraction, the training set handwritten pictures The feature vector is stored in the file. When training, it is necessary to specify the correct value of each handwritten picture. In ...

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Abstract

The invention provides a verification method and device based on handwritten character recognition. The method comprises the steps that S1 a reference character is extracted from a candidate character library through a random algorithm, and a picture is generated as the reference verification information; S2 a handwritten character in a handwritten area is acquired, and a picture is generated as handwritten verification information; S3 a font recognition algorithm is used to determine whether the handwritten character of the handwritten verification information matches the reference character of the reference verification information, and if so, the step S4 is carried out, otherwise the verification fails; S4 the feature of the handwritten verification information is extracted to acquire the corresponding eigenvector; and S5 whether the eigenvector of the handwritten verification information matches an eigenvector in a template library, and if not, the verification fails. According to the invention, the handwritten alphabetic character of a designated area is acquired to distinguish human and computer; affects caused by the fact that a verification code is cracked by a malicious program are prevented; and the Internet safety is improved for a user.

Description

technical field [0001] The invention belongs to the technical field of image recognition, and in particular relates to a verification method and device based on handwritten character recognition. Background technique [0002] The Turing Test (English: Completely Automated Public Turing test to tell Computers and Humans Apart, referred to as CAPTCHA), commonly known as verification code, is a public automatic program that distinguishes between computers and humans. In a CAPTCHA test, a computer acting as a server automatically generates a question for the user to answer. This question can be generated and judged by a computer, but only a human can answer it. Since computers cannot answer CAPTCHA questions, users who answer the questions can be considered human beings. [0003] Existing verification codes can be classified into three types: text verification codes, picture verification codes, and voice verification codes. The verification principle of the existing verificat...

Claims

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Application Information

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IPC IPC(8): G06K9/00G06K9/62
CPCG06V30/333G06V30/36G06V30/10G06F18/2163G06F18/214
Inventor 邓立邦周恒达黎灿勇蒋凡
Owner GUANGDONG MATVIEW INTELLIGENT SCI & TECH CO LTD
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