DocumentCode :
2618677
Title :
Hybrid DWT-DCT algorithm for biomedical image and video compression applications
Author :
Shrestha, Suchitrac ; Wahid, Khan
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Saskatchewan, Saskatoon, SK, Canada
fYear :
2010
fDate :
10-13 May 2010
Firstpage :
280
Lastpage :
283
Abstract :
Digital image and video in their raw form require an enormous amount of storage capacity. Considering the important role played by digital imaging and video in medical and health science, it is necessary to develop a system that produces high degree of compression while preserving critical image/video information. In this paper, we present a hybrid algorithm that performs the discrete cosine transform on the discrete wavelet transform coefficients. Simulation has been carried out on several medical and endoscopic images and videos. The results show that the proposed hybrid algorithm performs much better in term of peak-signal-to-noise-ratio with a higher compression ratio compared to standalone DCT and DWT algorithms. The scheme is intended to be used as the image/video compressor engine in medical imaging and video applications, such as, telemedicine and wireless capsule endoscopy.
Keywords :
data compression; discrete wavelet transforms; medical image processing; video coding; biomedical image; discrete cosine transform; discrete wavelet transform coefficients; health science; hybrid DWT-DCT algorithm; image information; medical science; peak-signal-to-noise-ratio; video compression applications; video information; Biomedical imaging; Computed tomography; Discrete wavelet transforms; Image resolution; Larynx; Quantization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-7165-2
Type :
conf
DOI :
10.1109/ISSPA.2010.5605474
Filename :
5605474
Link To Document :
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