CFP last date
20 December 2024
Reseach Article

Video OCR for Indexing and Retrieval

by Mohd Javed Khatri, Abhishek Shetty, Ajay Gupta, Grishma Sharma
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 118 - Number 2
Year of Publication: 2015
Authors: Mohd Javed Khatri, Abhishek Shetty, Ajay Gupta, Grishma Sharma
10.5120/20721-3067

Mohd Javed Khatri, Abhishek Shetty, Ajay Gupta, Grishma Sharma . Video OCR for Indexing and Retrieval. International Journal of Computer Applications. 118, 2 ( May 2015), 30-33. DOI=10.5120/20721-3067

@article{ 10.5120/20721-3067,
author = { Mohd Javed Khatri, Abhishek Shetty, Ajay Gupta, Grishma Sharma },
title = { Video OCR for Indexing and Retrieval },
journal = { International Journal of Computer Applications },
issue_date = { May 2015 },
volume = { 118 },
number = { 2 },
month = { May },
year = { 2015 },
issn = { 0975-8887 },
pages = { 30-33 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume118/number2/20721-3067/ },
doi = { 10.5120/20721-3067 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T23:00:38.712737+05:30
%A Mohd Javed Khatri
%A Abhishek Shetty
%A Ajay Gupta
%A Grishma Sharma
%T Video OCR for Indexing and Retrieval
%J International Journal of Computer Applications
%@ 0975-8887
%V 118
%N 2
%P 30-33
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

We present an implementation of a search engine that searches videos based on its textual content. The system consists of four parts video processing, spell correction, indexing and searching. The video processing is done by dividing the video into frames and extracting text out of it. Lecture videos, news having some textual content in it show good results.

References
  1. Huizhong Chen, Sam S. Tsai, Georg Schroth, David M. Chen, Radek Grzeszczuk and Bernd Girod, "Robust Text Detection In Natural Images With Edge-Enhanced Maximally Stable Extremal Regions ," IEEE International Conference on Image Processing (ICIP), 2011.
  2. B. Epshtein, E. Ofek, and Y. Wexler, "Detecting text in natural scenes with strokewidth transform," in CVPR, 2010, pp. 2963 –2970
  3. Liuis Gomes, Dimosthenis Karatzas, "MSER-based Real-Time Text Detection and Tracking," IEEE Computer Society Washington, DC, USA, 2014.
  4. Marc Davis, "Media Streams: Representing Video for Retrieval and Repurposing. Proc. ," ACM Multimedia 94, pp. 478-479, San Francisco, CA, USA, October15-20, 1994
  5. D. G. Lowe, "Distinctive image features from scale-invariant keypoints", Inter-national Journal of Computer Vision, vol. 60, pp. 91–110, 2004.
  6. K. Jung, K. I. Kim, and A. K. Jain, "Text information extraction in images and video: a survey," Pattern Recognition, vol. 37, no. 5, pp. 977 – 997, 2004.
  7. S. M. Lucas, "ICDAR 2005 text locating competition results," in ICDAR, 2005, pp. 80 – 84 Vol. 1.
  8. C. Merino and M. Mirmehdi, "A framework towards real-time detection and tracking of text," in CBDAR, 2007.
  9. M. Donoser and H. Bischof, "Efficient maximally stable extremal region (mser) tracking," in CVPR, 2006.
  10. R. Minetto, N. Thome, M. Cord, N. J. Leite, and J. Stolfi, "Text detection and tracking for outdoor videos," in ICIP, 2011.
  11. Liu, T. Choudhary, "Content Extraction and Summarization of Instructional Videos," in IEEE, 2006
  12. Haojin Yang, "Lecture Video Indexing and Analysis Using Video OCR Technology," in IEEE, 2011
  13. Zi Huang1 Yijun Li2 Jie Shao1 Heng Tao Shen1 Liping Wang1 Danqing Zhang3 Xiangmin Zhou1 Xiaofang Zhou1, " Content-Based Video Search: is there a need, and is it possible," in IEEE, 2008
  14. Julien Law-To, Rémi Landais, Gregory Grefenstette, "VOXALEADNEWS: A Scalable Content Based Video Search Engine," in IEEE, 2012
  15. P. Geetha Vasumathi Narayanan, "An Effective Video Search Re-Ranking for Content Based Video Retrieval," IEEE, 2011
Index Terms

Computer Science
Information Sciences

Keywords

Indexing Retrieval Video OCR Searching Search Engine Apache Solr.