DocumentCode
3137196
Title
A method of text event detection and image enhancement based on aerial video
Author
Sun, Guangmin ; Liu, Xiaopeng ; Zhao, Dequn
Author_Institution
Dept. of Electron. Eng., Beijing Univ. of Technol., Beijing, China
fYear
2009
fDate
5-8 July 2009
Firstpage
307
Lastpage
310
Abstract
In order to extract numbers from an aerial video, an improved algorithm of the text event detection is presented in this paper. This method intercepts key frames using the way of comparison between frame difference and the dynamic threshold. In this way, it can avoid unnecessary trouble made by dealing with the video frame by frame. Results show that this method can save much computing time as well as improve operating efficiency. Besides, a new method of de-noising for binary image is proposed during image preprocessing. For the sum of the column pixel of noise is much less than the concerned area, we can successfully remove the noise pixel and pave the way for the future steps such as character division or number recognition. As the results shown, this method is especially suitable for processing poor quality images.
Keywords
feature extraction; image denoising; image enhancement; image segmentation; text analysis; video signal processing; aerial video; binary image denoising; character division; dynamic threshold; frame difference; image enhancement; image preprocessing; noise pixel removal; number extraction; number recognition; text event detection; Data mining; Event detection; Image enhancement; Image segmentation; Industrial electronics; Layout; Multimedia databases; Noise reduction; Text recognition; Video sharing; image de-noising; image preprocessing; number extraction; text event detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics, 2009. ISIE 2009. IEEE International Symposium on
Conference_Location
Seoul
Print_ISBN
978-1-4244-4347-5
Electronic_ISBN
978-1-4244-4349-9
Type
conf
DOI
10.1109/ISIE.2009.5222609
Filename
5222609
Link To Document