DocumentCode
3079372
Title
A novel morpho codec for medical video compression
Author
Babu, D. Vijendra ; Alamelu, N.R.
Author_Institution
Aarupadai Veedu Inst. of Technol., Vinayaka Missions Univ., Chennai, India
fYear
2013
fDate
26-28 Dec. 2013
Firstpage
1
Lastpage
5
Abstract
In this paper, a Novel Video Codec called L Shaped Morpho Codec (LSMC) based on Lifting Wavelet Transform (LWT) is proposed. Each frame in the Video sequence is first decomposed into different sub-bands using LWT at maximum decomposition level. The proposed LSMC keeps track of significant pixels of sub-band in the scan order of left to right and top to bottom. If the pixel is found significant, then the Morphological dilation is applied immediately to find the significant pixels using L shaped structuring element. This will improve the Rate-Distortion performance for Lossy Compression. Experimental results show that the proposed LSMC outperforms standard codec´s such as Set Partitioning in Hierarchical Trees (SPIHT) and Set Partitioned Embedded bloCK coder (SPECK) for Lossy and Lossless Compression. For Lossy compression, LSMC performs well at higher bit rates than the lower bitrates. The average bits per pixel (bpp) required for Lossless Compression by LSMC is less over SPECK.
Keywords
image sequences; medical image processing; video codecs; video coding; wavelet transforms; L shaped morpho codec; LSMC; LWT; SPECK; SPIHT; bits per pixel; bpp; lifting wavelet transform; lossless compression; lossy compression; medical video compression; morphological dilation; rate-distortion performance; set partitioned embedded block coder; set partitioning in hierarchical trees; video sequence; Biomedical imaging; Bit rate; Codecs; Image coding; Transforms; Video compression; Video sequences; LSMC; LWT; Morphological Operation; SPECK; SPIHT;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Computing Research (ICCIC), 2013 IEEE International Conference on
Conference_Location
Enathi
Print_ISBN
978-1-4799-1594-1
Type
conf
DOI
10.1109/ICCIC.2013.6724246
Filename
6724246
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