DocumentCode :
1568841
Title :
Towards optimal color image coding using demosaicing
Author :
Gershikov, Evgeny ; Porat, Moshe
Author_Institution :
Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
fYear :
2010
Firstpage :
316
Lastpage :
319
Abstract :
We introduce an optimal approach to color image compression using demosaicing. Accordingly, we propose an efficient algorithm for color image coding. In the encoder, a mosaic of the primary colors is encoded instead of the full color image. This mosaic is considered as four different color channels that are compressed using subband transform coders. In the decoder, a demosaicing algorithm is applied to the decompressed channels to reconstruct the full image. We use optimized color transforms both in the encoding stage and in the decoding stage. Our experimental results show that the proposed method outperforms currently available techniques with regard to visual and quantitative measures and is efficient for color image coding.
Keywords :
image coding; image colour analysis; image reconstruction; image segmentation; transform coding; color image compression; demosaicing; image reconstruction; optimal color image coding; subband transform coders; Cities and towns; Color; Decoding; Discrete cosine transforms; Discrete transforms; Discrete wavelet transforms; Helium; Image coding; Image reconstruction; Quantization; Demosaicing; color transform; image compression; interpolation; optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Imaging Systems and Techniques (IST), 2010 IEEE International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-6492-0
Type :
conf
DOI :
10.1109/IST.2010.5548534
Filename :
5548534
Link To Document :
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