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Survey on Text Detection, Segmentation and Recognition from a Natural Scene Images

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International Journal of Computer Applications
© 2014 by IJCA Journal
Volume 108 - Number 13
Year of Publication: 2014
Authors:
Uma B. Karanje
Rahul Dagade
10.5120/18974-0472

Uma B Karanje and Rahul Dagade. Article: Survey on Text Detection, Segmentation and Recognition from a Natural Scene Images. International Journal of Computer Applications 108(13):39-43, December 2014. Full text available. BibTeX

@article{key:article,
	author = {Uma B. Karanje and Rahul Dagade},
	title = {Article: Survey on Text Detection, Segmentation and Recognition from a Natural Scene Images},
	journal = {International Journal of Computer Applications},
	year = {2014},
	volume = {108},
	number = {13},
	pages = {39-43},
	month = {December},
	note = {Full text available}
}

Abstract

Detecting text from an image is an important prerequisite for the content based image analysis process. To understand the contents of an image or the valuable information, there is need of analyzing the text appears in it. Various methods have been proposed over past years for text detection and extraction from different types of images, like scene image, born digital image and document image. In this paper, we describe the existing methods of text detection, text segmentation and character recognition from natural scene images with their features, advantages and disadvantages.

References

  • Jian Zhang, Renhong Cheng, Kai Wang, Hong Zhao, "Research on the text detection and extration from complex images", Fourth International Conference on Emerging Intelligent Data and Web Technologies. Vol. 10, 2013, Page no. 708-713.
  • C. P. Sumathi, T. Santhanam, G. Gayathri Devi, "A Survey On Various Approaches Of text Extraction In Images", International Journal of Computer Science & Engineering Survey (IJCSES). Vol. 3, August 2012, Page no. 27-42.
  • Datong Chen, Juergen Luettin, Kim Shearer, "A Survey of Text Detection and Recognition in Images and Videos". Institute Dalle Molle d'Intelligence Artificielle Perceptive Research Report, August 2000, Page no. 00-38.
  • Xu-Cheng Yin, Xuwang Yin, Kaizhu Huang, and Hong-Wei Hao, "Robust Text Detection in Natural Scene Images", IEEE transaction on Pattern Analysis And Machine Intelligence, 2013, Vol. 36, Page no. 970 – 983.
  • K. Wang, B. Babenko, and S. Belongie, "End-to-end scene text recognition". International conference on computer vision ICCV 2011, vol. 10, Page no. 1457 – 1464.
  • Trung Quy Phan, Palaiahnakote Shivakumara, Souvik Bhowmick, Shimiao Li, Chew Lim Tan, Umapada Pal, "Semiautomatic Ground Truth Generation for Text Detection and Recognition in Video Images". IEEE transactions on circuits and systems for video technology, VOL. 24, NO. 8, AUGUST 2014, Page no. 1277-1287.
  • Thuy Ho, Ngoc Ly, "A Scene Text-Based Image Retrieval System", IEEE international symposium on Signal Processing and Information Tech. , pp. 79-84, 2012.
  • Xiaobing Wang, Yonghang Song, Yuanlin Zhang, "Natural scene text detection in multi-channel connected component segmentation", 12th International conf. on Document Analysis and Recognition, pp. 1375-1379, 2013.
  • Shehzad Muhammad Hanif, Lionel Prevost, "Text Detection and Localization in Complex Scene Images using Constrained AdaBoost Algorithm", 10th International Conference on Document Analysis and Recognition, pp. 1-9, 2009.
  • Teofilo E. de Campos, Bodla Rakesh Babu, Manik Varma, "Character Recognition In Natural Images", International conf. on Intelligence Science and Big data Engg. , pp. 193-200, 2011.
  • Lukas Neumann, Jir? Matas, "Real-Time Scene Text Localization and Recognition", IEEE Conf. on Computer Vision and Pattern Recognition, 2012, pp. 3538–3545.
  • Teofilo E. de Campos, Bodla Rakesh Babu, Manik Varma, "Character Recognition In Natural Images", International conf. on Intelligence Science and Big data Engg. , pp. 193-200, 2011.
  • Honggang Zhang, KailiZhao, Yi-ZheSong, JunGuo, "Text extraction from natural scene image: A survey", Elsevier journal on Neurocomputing ,pp. 310-323, 2013.
  • Cunzhao Shi, Chunheng Wang, Baihua Xiao, Yang Zhang, Song Gao, "Scene text detection using graph model built upon maximally stable extremal region". vol 34, issue 2, 2013, page no. 107-116.