Title :
Efficient color space-based compression scheme for endoscopic images
Author :
Mostafa, Atahar ; Khan, Tareq Hasan ; Ko, Seok-Bum ; Wahid, Khan
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Saskatchewan, Saskatoon, SK, Canada
Abstract :
A discrete-cosine-transform (DCT) based image compression scheme is presented in this paper that works on a novel and low-complexity color-space designed for wireless capsule endoscopy application. The color-space, referred as YEF, is developed by analyzing the unique features of endoscopic images. A hardware friendly quantization stage is also used here to achieve higher compression. Comparing with the existing works towards endoscopic image compression, the proposed compression scheme outperforms with the average compression ratio of 83.51% and peak-signal-to-noise-ratio of 54.86 dB.
Keywords :
data compression; discrete cosine transforms; endoscopes; image coding; image colour analysis; medical image processing; quantisation (signal); YEF; color space-based compression scheme; discrete cosine transform; endoscopic image; image compression scheme; quantization; wireless capsule endoscopy; Discrete cosine transforms; Endoscopes; Image coding; Image color analysis; Image reconstruction; PSNR; Wireless communication;
Conference_Titel :
Information Science, Signal Processing and their Applications (ISSPA), 2012 11th International Conference on
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4673-0381-1
Electronic_ISBN :
978-1-4673-0380-4
DOI :
10.1109/ISSPA.2012.6310670
