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A Method to Improve HWR Quality on Smart Device

IP.com Disclosure Number: IPCOM000246894D
Publication Date: 2016-Jul-13
Document File: 4 page(s) / 132K

Publishing Venue

The IP.com Prior Art Database

Abstract

This idea provides a method which can amend handwriting and enhance accuracy of handwriting recognition in time via reverse compensation by using gyroscope and accelerometer on smart devices.

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Page 01 of 4

A Method to Improve HWR Quality on Smart Device

Smart device plays an important role in people's social life, being used to connect to the world. Various input methods are offered to enter characters, and one of the most impressive option is Handwriting. Essentially useful for people who are not familiar with the text input can easily write out the characters they want. E.g. the aged people and for some uncommon characters.

The invention uses in-built Accelerometer to enhance accuracy of HWR on Smart Device in the scenarios depicted in above section. Composites of Smart Device at least include a) Touch Panel allowing user to handwrite with; b) Software / Hardware recognizing hand writing; c) Accelerometer capturing instantaneous accelerated velocity; Touch Panel is not limited to any specific type, e.g. it can be Resistance or Capacitance liquid crystal. Similarly to Software / Hardware and Accelerometer are neither limited. The best matching scenarios for the invention is in a bumpy motion circumstance, but it's not limited either. The invention applies scenarios of handwriting recognition defined with a, b and c, and it may not be significantly enhancement if handwriting is in a stable and motionless environment, certainly no negative effect brought either.

The method is targeting to amend handwriting results captured by Smart Device in preprocess of HWR, through calculation of Smart Device's movements, which are tracked by Accelerometer and calculated by the invention. Variations of Accelerometer are captured within a small interval, considered as a single segment of effects impacting user's handwriting. Thresholds of accelerated rate are used for validating a movement - tiny changes will be considered as not-impacting and drastic changes as exceptions, and both will be ignored. After user completing a writing, compensation of movement applies to each segment of the writing and output of which will be used as input for HWR. Details are illustrated in next section.

Claims of this invention:

A method to calculate displacement of inverse compensation of handwriting by track of Gyroscope and Accelerometer on Smart Devices;

  A method to amend handwriting and enhance accuracy of HWR by applying inverse compensation calculated by#1
Process of HWR includes three main steps - Writing, Preprocessing and Handwriting Recognition. This invention adds one more step prior to preprocessing - Inverse Compensation to original user's writing. Refer to Graph 1 for the process of the invention.

Detected External Disturbance is additional abnormal circumstance comparing with motionless using Smart Device. But it is expectable and common in several scenarios as described in 1stsection. It's not part of invention but a key trigger defining fit scenario of the...