Scene Text Recognition in Mobile Application by Character Descriptor and Structure
Prof.Jadhav Hemant B.(Guide) , Pawar Anil N, Sambare Shailesh D, Nale Swapnali V, Unavane Snehal R
Abstract
The images which is capture by camera contain a various words and text, which provide a lot of information in various fields. Reading text from natural scene image is difficult. Because background object and fluctuation in the image. We trying to focus on the concept of reading text from natural scene image. In this we use concept related to the optical character recognition. In text recognition process we are going to use character descriptor and structure configuration to read that text. Which give most readable text from image. The text detection and recognition algorithm are using to search character text. We are trying to develop a system which is Android-based that are focuses on the effectiveness for recognition method. The text recognition system can also able to provide us some insight into algorithm design and performance improvement of scene text extraction. We are expecting the results will obtain from this system is much satisfied than other related previous system.
Keywords
Scene text detection, scene text recognition, mobile application, character descriptor, stroke configuration, text understanding, text retrieval, mobile application.
References
1] Chucai Yi, Student Member, IEEE, and Yingli Tian, Senior Member, IEEE " Scene Text Recognition in Mobile Applications by Character Descriptor and Structure Configuration" in IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 23, NO. 7, JULY 2014.
[2] Shehzad Muhammad Hanif "Text Detection and Localization in Complex Scene Images using Constrained AdaBoost Algorithm" in 2009 10th International Conference on Document Analysis and Recognition.
[3] Cunzhao Shi, Chunheng Wang, Baihua Xiao, Yang Zhang, Song Gao and Zhong Zhang "Scene Text Recognition using Part-based Tree-structured Character Detection" in CVPR2013 Paper of Open Access Version Provided By The Computer Vision Foundation
Cites this article as
Prof.Jadhav Hemant B.(Guide), Pawar Anil N, Sambare Shailesh D, Nale Swapnali V, Unavane Snehal R
,"Scene Text Recognition in Mobile Application by Character Descriptor and Structure", International Journal of Innovative Research in Computer Science and Technology (IJIRCST), Vol-3, no.1, pp.86-88, 2015.
Corresponding Author
Prof.Jadhav Hemant B.(Guide)
Head of computer dept(HOD), has Bachelors and Master's Degree in the field of Computer science and Engineering. He has keen interest in the area of Image Processing. Shri Chhatrapati Shivaji College Of Engineering under Savitribai Phule Pune University, Shrishivajinagar,RahuryFactory,India,