3D Text Segmentation and Recognition using Leap Motion Sensor

Jagadale Suvidha V. , Patale Patil Prajkta U. , Tengale Priyanka S. , Shinde Supriya D

Text segmentation, Feature point Extraction, Cosine Similarity algorithm, Ecludian Distance Measure Algorithm leap motion sensor, Air writing.

In this, we present a method of Human-Computer-Interaction (HCI) through 3D air-writing. Previous system worked on pen-paper based system. Leap motion sensor using 3D texts drawn by fingers can be provocative for existing text recognition framework. The 3D gestures are recorded in air they produce often non-uniform text style and jitter-effect while writing. Air writing, characters, words, and lines are usually connected by continuous stroke that makes it is complex to recognize. In this, we will present 3D text segmentation and recognition using leap motion sensor. In this system we have used Feature Point Extraction Algorithm and Cosine Similarity Algorithm, Ecludien algorithm for measuring the distance. It can be differentiated from it’s neighbouring points. Feature with similar co-ordinate in both text will be compared. Cosine similarity algorithm is used to measure cosine of angle between the two non zero vectors. It recognize characters and words and 3D sequences of segmented words. For this we are creating a dataset. 3D text segmentation and recognition it reduce pen-paper based system.

Published Paper   E-Certificate

"3D Text Segmentation and Recognition using Leap Motion Sensor", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.3, Issue 6, page no.58 - 61, June-2018, Available :https://ijsdr.org/papers/IJSDR1806012.pdf

Volume 3 Issue 6, June-2018

Pages : 58 - 61

Paper Reg. ID: IJSDR_180366

Published Paper Id: IJSDR1806012

Downloads: 000347205

Research Area: Engineering

Country: Satara, Maharashtra, India

Published Paper PDF: https://ijsdr.org/papers/IJSDR1806012

Published Paper URL: https://ijsdr.org/viewpaperforall?paper=IJSDR1806012

ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJSDR(IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition