Home   >   CSC-OpenAccess Library   >    Manuscript Information
Full Text Available

(1004.83KB)
This is an Open Access publication published under CSC-OpenAccess Policy.

PUBLICATIONS BY COUNTRIES

Top researchers from over 74 countries worldwide have trusted us because of quality publications.

United States of America
United Kingdom
Canada
Australia
Malaysia
China
Japan
Saudi Arabia
Egypt
India
A Survey On Thresholding Operators of Text Extraction In Videos
Lahouaoui LALAOUI, Abdelhak DJAALAB
Pages - 1 - 13     |    Revised - 31-12-2016     |    Published - 31-01-2017
Volume - 11   Issue - 1    |    Publication Date - February 2017  Table of Contents
MORE INFORMATION
KEYWORDS
Thresholding, Sequence Video, Segmentation, Operators.
ABSTRACT
Video indexing is an important problem that has interested by the communities of visual information in image processing. The detection and extraction of scene and caption text from unconstrained, general purpose video is an important research problem in the context of content-based retrieval and summarization. In this paper, the technique presented is for detection text from frames video. Finding the textual contents in images is a challenging and promising research area in information technology. Consequently, text detection and recognition in multimedia had become one of the most important fields in computer vision due to its valuable uses in a variety of recent technical applications. The work in this paper consists using morphological operations for extract text appearing in the video frames. The proposed scheme well as preprocessing to differentiate among where it as the high similarity between text and background information. Experimental results show that the resultant image is the image with only text. The evaluated criteria are applied with the image result and one obtained bay different operator.
1 Google Scholar 
2 CiteSeerX 
3 refSeek 
4 BibSonomy 
5 Doc Player 
6 Scribd 
7 SlideShare 
8 PdfSR 
1 C.P. Sumathi, CT. Santhanam and G.Gayathri International Journal of Computer Science & Engineering Survey (IJCSES) Vol.3, No.4, August 2012.
2 Min Cai, Jiqiang Song, Michael R. Lyu(),"A New Approach For Video Text Detection",Proceedings International Conference On Image Processing, Volume 1, pp: I- 117-I-120, 2002.
3 ] C. Gopalan,"Text Region Segmentation From Heterogeneous Images", International Journal of Computer Science And Network Security, Vol.8 No.10, pp.108-113, 2008.
4 Uday Modha, Preeti Dave, "Image Inpainting-Automatic Detection and Removal of Text From Images", International Journal of Engineering Research and Applications (IJERA), ISSN: 2248-9622 Vol. 2, Issue 2, 2012.
5 Aria Pezeshk and Richard L. Tutwiler, "Automatic Feature Extraction and Text Recognition from Scanned Topographic Maps", IEEE Transactions on geosciences and remote sensing, VOL. 49, NO. 12, 2011.
6 Xiaoqing Liu and Jagath Samarabandu, "Multiscale Edge-Based Text Extraction From Complex Images", IEEE Trans., 1424403677, 2006.
7 Yassin M. Y. Hasan and Lina J. Karam, "Morphological Text Extraction from Images", IEEE Transactions On Image Processing, vol. 9, No11, 2000.
8 Audithan,,R.M.Chandrasekaran, "Document Text Extraction From Document Images Using Haar Discrete Wavelet Transform", European Journal Of Scientific Research , Vol.36 No.4 , pp.502-512, 2009.
9 S.-W. Lee, D.-J. Lee, and H.-S. Park, A New Methodology for Gray-scale Character Segmentation and Recognition, IEEE Transactions on Pattern Recognition and Machine Intelligence, 18 (10),1045-1050,1996.
10 Y. Li, Y. Zheng, D. Doermann, S. Jaeger, "A New Algorithm for Detecting Text Line in Handwritten Documents", 10th International Workshop on Frontiers in Handwriting Recognition, La Baule (France), pp. 35-40, 2006.
11 X. Liu And J.Samarabandu, "Multiscale Edge-Based Text Extraction From Complex Images," Proc. International Conference Of Multimedia And Expo,pp.1721-1724, 2006.
12 Yassin M. Y. Hasan and Lina J. Karam, Morphological Text Extraction from Images, IEEE Transactions on Image Processing, 9 (11) (2000) 1978-1983.
13 K. Jung, Kim, K.I., Jain, A.K.: "Text information extraction in images and video: a survey". Patt. Recognit.37(5),977-997,2004.
14 R. Lienhart., Kuranov, A., Pisarevsky, A.: Empirical analysis of detection cascades of boosted classifiers for rapid object detection. The 25th Pattern Recognition Symposium (2003) 297-304.
15 K. Lai, Liefeng Bo, Xiaofeng Ren, and Dieter Fox. Sparse Distance Learning for ObjectRecognition Combining RGB and Depth Information. In Proc. of IEEE International Confer- ence on Robotics and Automation (ICRA), 2010.
16 S. Wenchang, S. Jianshe, Z. Lin, "Wavelet Multi-scale Edge Detection Using Adaptive threshold," IEEE, 2009.
17 Davod Zaravi, Habib Rostami, Alireza Malahzaheh, S.S Mortazavi," Journals Subheadlines Text Extraction Using Wavelet Thresholding And New Projection Profile", World Academy Of Science, Engineering And Technology .Issue 73, 2011.
18 K. Jung, K. I. Kim, and J. Han, Text Extraction in Real Scene Images on Planar Planes, Proc. of International Conference on Pattern Recognition, Vol. 3, pp. 469-472, 2002.
19 H.Winnemoller, S. C. Olsen, and B.Gooch. Real-time video abstraction. ACM SIGGRAPH, 25(3):1221-1226, 2006.
Dr. Lahouaoui LALAOUI
Faculty technology/ Departmen of electronicst/ Laboratory the LGE University Mohamed boudiaf M'sila Ichbilia, 28000, Algeria - Algeria
lalaouilah@yahoo.fr
Mr. Abdelhak DJAALAB
Faculty Faculty technology/ Departmen of electronics UniversitySetif1 Maabouda ,19000, Algeria - Algeria