DocumentCode
1844201
Title
Efficient image compression with detecting text regions
Author
Kaneko, Shin ; Sugaya, Yoshiko ; Omachi, Shinichiro
Author_Institution
Grad. Sch. of Eng., Tohoku Univ., Sendai, Japan
Volume
1
fYear
2012
fDate
21-25 Oct. 2012
Firstpage
650
Lastpage
653
Abstract
Various image and video compression methods have been developed so far for data reduction. However, necessary information of an original image or video may be degraded if the image is highly compressed without considering the importance of each region in the image. In this paper, we propose a method to detect regions that are important for humans in an image and compress the image efficiently by changing the compression rate according to the importance. We assume that text in an image is important and propose a method for detecting important text regions with the edge information and saliency map.
Keywords
data compression; edge detection; video coding; edge information; image compression; image compression methods; saliency map; text region detection; video compression methods; JPEG; edge; image compression; saliency map; text detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location
Beijing
ISSN
2164-5221
Print_ISBN
978-1-4673-2196-9
Type
conf
DOI
10.1109/ICoSP.2012.6491571
Filename
6491571
Link To Document