News Updates Wednesday 23rd Jan 2019 :
  • Welcome to INPRESSCO, world's leading publishers, We have served more than 10000+ authors
  • Articles are invited in engineering, science, technology, management, industrial engg, biotechnology etc.
  • Paper submission last date of Jan/Feb 2019 is 26 Jan 2019, Submit online or at
  • Our journals are indexed in NAAS, University of Regensburg Germany, Google Scholar, Cross Ref etc.
  • DOI is given to all articles

Robust Text Detection and Extraction in Natural Scene Images using Conditional Random Field Model and OCR

Author : Pratik Yadav and Prabhudev Irabashetti

Pages : 3784-3787
Download PDF

In Natural Scene Image, Text detection is important tasks which are used for many content based image analysis. A maximally stable external region based method is used for scene detection .This MSER based method has stages character candidate extraction, text candidate construction, text candidate elimination & text candidate classification. In this systems the method are not focus on how to detect highly blurred text in low resolution natural scene images. The current technology not any text extraction method provided. In proposed system by using Connected Component analysis a Conditional Random field (CRF) model is used to assign candidate component as one of the two classes (text& Non Text) by Considering both unary component properties and binary contextual component relationship. For this purpose we are using connected component analysis method. The proposed system also performs a text extraction using OCR.

Keywords: Maximally stable Extremal Region, Text candidates Construction, Text Candidate Elimination, text Candidate Classification, Connected Component Analysis, Optical Character recognition

Article published in International Journal of Current Engineering and Technology, Vol.5, No.6 (Dec-2015)


Call for Papers
  1. IJCET- Jan/Feb 2019 Issue

    Submission Last Date
    26 Jan
  2. DOI is given to all articles
  3. Current Issue
  4. IJTT-March-2019
  5. IJAIE-March-2019
  6. IJCSB-March-2019
  • Inpressco Google Scholar
  • Inpressco Science Central
  • Inpressco Global impact factor
  • Inpressco aap

International Press corporation is licensed under a Creative Commons Attribution-Non Commercial NoDerivs 3.0 Unported License
©2010-2018 INPRESSCO® All Rights Reserved