Comparative Analysis of Text Detection using SVM, KNN and NN
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064



Downloads: 102 | Weekly Hits: ⮙5

M.Tech / M.E / PhD Thesis | Pattern Recognition | India | Volume 6 Issue 7, July 2017

Comparative Analysis of Text Detection using SVM, KNN and NN

Saurabh Gupta, Dr. Sunil Nijhawan

Text objects occurring in image can provide much useful information for content based information retrieval and counting applications, because they contain much minute information related to the documents contents. However, extracting text from images and videos is a very difficult task due to the varying font, size, color, orientation, and malformation of text objects. Although a large number of text extraction approaches have been reported in the past work, no specific designed text model and character features are presented to capture the unique properties and structure of characters and text objects. We have proposed SVM, KNN and NN Techniques in our research. The thesis was focused on the design of an algorithm to detect the text from images, extract it and convert it into speech for those who are unable to read and its implementation on MATLAB

Keywords: Text Extraction, Text Localization, Text Recognition, SVM, KNN, NN, Stroke Width, Text to Speech

Edition: Volume 6 Issue 7, July 2017

Pages: 2052 - 2059

Share this Article

How to Cite this Article?

Saurabh Gupta, Dr. Sunil Nijhawan, "Comparative Analysis of Text Detection using SVM, KNN and NN", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20175843, Volume 6 Issue 7, July 2017, 2052 - 2059

Enter Your Registered Email Address





Similar Articles with Keyword 'NN'

Downloads: 102 | Weekly Hits: ⮙5

M.Tech / M.E / PhD Thesis, Pattern Recognition, India, Volume 6 Issue 7, July 2017

Pages: 2052 - 2059

Comparative Analysis of Text Detection using SVM, KNN and NN

Saurabh Gupta, Dr. Sunil Nijhawan

Share this Article

Downloads: 106 | Weekly Hits: ⮙3

M.Tech / M.E / PhD Thesis, Pattern Recognition, China, Volume 6 Issue 10, October 2017

Pages: 1131 - 1140

Securing Iris Recognition System for Access Control Based on Image Processing

Isaack Adidas Kamanga, Dening Jiang

Share this Article

Downloads: 111 | Weekly Hits: ⮙2

Research Paper, Pattern Recognition, Nigeria, Volume 9 Issue 2, February 2020

Pages: 490 - 496

Personality Identification System based on Human Foot Anatomy

Aranuwa Felix Ola

Share this Article

Downloads: 123 | Weekly Hits: ⮙6 | Monthly Hits: ⮙15

Research Paper, Pattern Recognition, Iraq, Volume 6 Issue 12, December 2017

Pages: 69 - 73

Color-based for Tree Yield Fruits Image Counting

Faisel G. Mohammed, Wejdan A. Amer

Share this Article

Downloads: 140 | Weekly Hits: ⮙3

Research Paper, Pattern Recognition, India, Volume 8 Issue 1, January 2019

Pages: 867 - 874

Human Face Recognition Using PCA with BPNN

Shikhar Choudhary, Rahul Moriwal

Share this Article



Top