Title :
Color halftone document segmentation and descreening
Author :
Kuo, Chunghui ; Tewfik, Ahmed H. ; Rao, A. Ravishankar
Author_Institution :
Dept. of Electr. & Comput. Eng., Minnesota Univ., Minneapolis, MN, USA
Abstract :
The advent of electronic publishing creates strong interest in converting existing printed documents into electronic formats. During this process, image reproduction problems can occur due to the formation of moire patterns in the screened halftone areas. A wavelet packet based color halftone segmentation algorithm is first designed to locate possible halftone regions based on a decision function. A color halftone descreening technique based on the color sigma filter is proposed which does not assume any a priori knowledge about the halftoning process, making it applicable to any color halftone image. Combined with color halftone segmentation techniques, a complete document processing algorithm for color documents is proposed. Experimental results are offered to illustrate the performance of our algorithm
Keywords :
band-pass filters; decision theory; document image processing; filtering theory; image colour analysis; image segmentation; low-pass filters; moire fringes; wavelet transforms; color halftone documents; color halftone image; color sigma filter; document segmentation; electronic publishing; halftone descreening; image reproduction; low pass filter; moire patterns; optimal bandpass filter; wavelet packet; Algorithm design and analysis; Degradation; Frequency; IEEE online publications; Image coding; Image color analysis; Image converters; Image segmentation; Wavelet analysis; Wavelet packets;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958681