Title :
Rate distortion optimized document coding using resolution enhanced rendering
Author :
Feng, Guotong ; Cheng, Hui ; Bouman, Charles A.
Author_Institution :
Electr. & Comput. Eng., Purdue Univ., West Lafayette, IN, USA
fDate :
6/23/1905 12:00:00 AM
Abstract :
Raster document coders are typically based on the use of a binary mask layer that efficiently encodes the text and graphic content. While these methods can yield much higher compression ratios than natural image compression methods, the binary representation tends to distort fine document details, such as thin lines, and text edges. In this paper, we describe a method for encoding and decoding the binary mask layer that substantially improves the decoded document quality at a fixed bit rate. This method, which we call resolution enhanced rendering (RER), works by adaptively dithering the encoded binary mask, and then applying a nonlinear predictor to decode a gray level mask at the same or higher resolution. We present experimental results illustrating that the RER method can substantially improve document quality at high compression ratios
Keywords :
adaptive signal processing; data compression; decoding; document image processing; image coding; image enhancement; image resolution; optimisation; prediction theory; rate distortion theory; rendering (computer graphics); RER; adaptively dithering; binary mask layer; binary representation; compression ratios; decoded document quality; decoding; distortion optimized document coding; document quality; encoded binary mask; encoding; fine document details; graphic content; gray level mask; images; nonlinear predictor; raster document coders; resolution enhanced rendering; text; Bit rate; Computer graphics; Document image processing; Encoding; Image coding; Iterative decoding; Nonlinear distortion; Rate-distortion; Rendering (computer graphics); Spatial resolution;
Conference_Titel :
Image Processing, 2001. Proceedings. 2001 International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
0-7803-6725-1
DOI :
10.1109/ICIP.2001.958143