Title :
A multiscale approach to restoring scanned color document images with show-through effects
Author :
Nishida, Hirobumi ; Suzuki, Takeshi
Author_Institution :
Image Appliance Lab., Ricoh Co., Ltd., Tokyo, Japan
Abstract :
This paper describes a new approach to restoring scanned color document images where the backside image shows through the paper sheet. A new framework is presented for correcting show-through components using digital image processing techniques. First, the foreground components on the front side are separated from the background and backside components through locally adaptive binarization for each color component and edge magnitude thresholding. Background colors are estimated locally through color thresholding to generate a restored image, and then corrected adaptively through multiscale analysis along with comparison of edge distributions between the original and the restored image. The proposed method does not require specific input devices or the backside to be input; it is able to correct unneeded image components through analysis of the front side image alone. Experimental results are given to verify effectiveness of the proposed method.
Keywords :
document image processing; image colour analysis; image restoration; backside image; color thresholding; digital image processing technique; edge magnitude thresholding; local background color estimation; locally adaptive binarization; multiscale analysis; scanned color document image restoration; show-through effect; Books; Digital cameras; Digital images; Home appliances; Image analysis; Image color analysis; Image generation; Image restoration; Research and development; Shape measurement;
Conference_Titel :
Document Analysis and Recognition, 2003. Proceedings. Seventh International Conference on
Print_ISBN :
0-7695-1960-1
DOI :
10.1109/ICDAR.2003.1227731