DocumentCode :
1865525
Title :
Mixed content image compression by gradient field integration
Author :
Ilbery, Peter ; Taubman, David ; Bradley, Andrew
Author_Institution :
Canon Inf. Syst. Res., Sydney, NSW
fYear :
2008
fDate :
12-15 Oct. 2008
Firstpage :
1053
Lastpage :
1056
Abstract :
Sketch based image coding decomposes an input image into a piece-wise smooth approximation image and a residual image. Image compression by gradient field integration follows this model, but differs by generating the approximation image from gradient data along edge contours and regularly sampled low resolution image data. This allows direct and efficient calculation of an approximation image which is smooth between edges. In this paper, we describe the image compression by gradient field integration approach, together with a low complexity implementation intended for near visually lossless compression of mixed content images. The implementation uses gradient field integration by scanline convolution, simple edge data extraction, DCT residual image coding and is block-based; it is suited to compression of images containing sharp edges occurring along pixel borders. Compression results are provided indicating potential gains from this method.
Keywords :
data compression; discrete cosine transforms; edge detection; feature extraction; gradient methods; image coding; image resolution; DCT residual image coding; block-based image; edge contour; edge data extraction; gradient field integration; low resolution image; mixed content image compression; piece-wise smooth approximation image; scanline convolution; sketch based image coding; Hardware; Image coding; Image generation; Image resolution; Image segmentation; Page description languages; Pixel; Printers; Shape; Transform coding; image coding; integration;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
Conference_Location :
San Diego, CA
ISSN :
1522-4880
Print_ISBN :
978-1-4244-1765-0
Electronic_ISBN :
1522-4880
Type :
conf
DOI :
10.1109/ICIP.2008.4711939
Filename :
4711939
Link To Document :
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