Title :
Optimal Filling of FG/BG Layers of Compound Document Images
Author :
Lakhani, G. ; Subedi, R.
Author_Institution :
Texas Tech. Univ., Lubbock, TX, USA
Abstract :
In the basic 3-layer MRC model for compound document image coding, image pixels are separated into foreground and background layers. Pixels placed in the FG (BG) layer are called holes in the complementary layer and they can be assigned (filled) any values. This article proposes an optimal algorithm for hole filling. Our algorithm first divides the input into blocks to reduce complexity of the mask layer and then minimizes the sum of squares of Haar transform AC coefficients, which we show to be also equal to the square of DCT AC coefficients of the block. Experiments show that our method reduces the average energy by 30% more for the FG layer and by 20% more for BG layer blocks.
Keywords :
Haar transforms; document image processing; image coding; image segmentation; iterative methods; Haar transform AC coefficient; MRC model; background layer; basic 3-layer; document image coding; foreground layer; hole filling; image pixels separation; mixed raster content model; Books; Discrete cosine transforms; Document image processing; Filling; Image coding; Image reconstruction; Image segmentation; Partitioning algorithms; Pixel; Testing; Document image processing;
Conference_Titel :
Image Processing, 2006 IEEE International Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
1-4244-0480-0
DOI :
10.1109/ICIP.2006.312816