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Text Detection, Extraction and Removal: A Survey

IJCA Proceedings on National Conference on Emerging Trends in Computer Technology
© 2014 by IJCA Journal
NCETCT - Number 1
Year of Publication: 2014
D. R. Patil

Priyankadeelipwagh and D R Patil. Article: Text Detection, Extraction and Removal: A Survey. IJCA Proceedings on National Conference on Emerging Trends in Computer Technology NCETCT(1):19-23, December 2014. Full text available. BibTeX

	author = {Priyankadeelipwagh and D. R. Patil},
	title = {Article: Text Detection, Extraction and Removal: A Survey},
	journal = {IJCA Proceedings on National Conference on Emerging Trends in Computer Technology},
	year = {2014},
	volume = {NCETCT},
	number = {1},
	pages = {19-23},
	month = {December},
	note = {Full text available}


Text in video and images is an extremely valuable feature to extract brief knowledge of video or image. But sometimes those text components feel unnecessary, and so various methods have been proposed till a day to detect, and remove the text out of video. This paper performs an extensive survey of various techniques available for text detection and removal from video and images automatically to create visually plausible output like videos/images without any of the embedded text.


  • A. Mosleh, N. Boouguila, and A. B. Hamza, "An Automatic Inpainting Scheme for Video Text Detection and Removal," in IEEE Transactions on Image processing, vol. 22, no. 11, pp. 4460–4472, Nov. 2013.
  • J. Gllavata, R. Ewerth, and B. Freisleben, "Text detection in images based on unsupervised classification of high-frequency wavelet coefficients," in Proc. of International Conference on Pattern Recognition (ICPR), vol. 1, Aug. 2004, pp. 425–428.
  • T. Pratheeba, Dr. V. Kavitha, S. Raja Rajeswari, "Morphology Based Text Detection and Extraction from Complex Video Scene," in Internationl Journal of Engineering and Technology, Vol. 2(3), pp. 200-206, 2010.
  • W. Kim and C. Kim, "A new approach for overlay text detection and extraction from complex video scene," IEEE Trans. Image Process. , vol. 18, no. 2, pp. 401 –411, feb. 2009.
  • Keechul Jung, KwangIn Kim, Anil K. Jain, "Text information extraction in images and video: a survey", Pattern Recognition, Vol. 37, No. 5. (May 2004), pp. 977-997
  • Yen-Lin Chen, "Automatic Text Extraction, Removal and Inpaiting of Complex Document Images," in International Journal of Innovative Computing, Information and Control, Vol. 8, No. 1(A), pp. 303-327, January 2012.
  • M. R. Lyu, J. Song, and M. Cai, "A comprehensive method for multilingual video text detection, localization, and extraction," IEEE Trans. Circuits Syst. Video Technol. , vol. 15, no. 2, pp. 243 – 255, feb. 2005.
  • J. Malobabic, N. O'Connor, N. Murphy, and S. Marlow, "Automatic detection and extraction of artificial text in video," in WIAMIS 2004 - 5th International Workshop on Image Analysis for Multimedia Interactive Services, April 2004.
  • C. Wolf , J. M. Jolion and F. Chassaing, "Text Localization, Enhancement and Binarization in Multimedia Documents", Proceedings of the Int. Conference on Pattern Recognition (ICPR) 2002, vol. 4, IEEE Computer Society,Quebec City, Canada, pp. 1037-1040, August 2002.
  • C. Wolf and J. M. Jolion, "Extraction and Recognition of Artificial Text in Multimedia Documents", Technical Report RVF-RR-2002. 01, Available: http://rvf. insa-lyon. fr/~wolf/papers/tr-rfv-2002, February 2002.
  • Mohammad Khodadadi and AlirezaBehrad, "Text Localization, Extraction and Inpainting in color images", ICEE2012, Vol. 12, IEEE, May 2012, pp. 1035-1040.
  • M. Cai, J. Song, and M. Lyu, "A new approach for video text detection," in Proc. of IEEE International Conference on Image Processing (ICIP), 2002, pp. I–117–I–120.
  • B. Epshtein, E. Ofek, and Y. Wexler, "Detecting text in natural scenes with stroke width transform," IEEE conference on Computer Vision and Pattern Recognition(CVPR), 2010, pp. 2963–2970, June 2010.