DocumentCode
1951536
Title
Lossless compression of Fluoroscopy medical images using correlation and the combination of Run-length and Huffman coding
Author
Arif, A.S. ; Mansor, Shattri ; Abdul Karim, Hezerul ; Logeswaran, Rajasvaran
Author_Institution
Fac. of Eng., Multimedia Univ., Cyberjaya, Malaysia
fYear
2012
fDate
17-19 Dec. 2012
Firstpage
759
Lastpage
762
Abstract
Medical centers produce a massive amount of sequential medical images for examinations such as CT, MRI and Fluoroscopy, where each examination of a patient consists of a series of images. This takes up a large amount of storage space, in addition to the cost and time incurred during transmission. For medical data, lossless compression is preferred to the greater gains of lossy compression, in the interest of accuracy. This paper proposes a new method for lossless compression of pharynx and esophagus fluoroscopy images, using correlation and combination of Run Length and Huffman coding on the difference pairs of images classified by correlation. From the experimental results obtained, the proposed method achieved improved performance with a compression ratio of 11.41 for the proposed combination of Run-length and Huffman coding (RLHM-D) on the difference images as compared to 1.31 for the standard images.
Keywords
Huffman codes; data compression; diagnostic radiography; image coding; medical image processing; Huffman coding; Run-length; correlation; esophagus; fluoroscopy medical images; lossless compression; medical data transmission; pharynx; sequential medical images; Correlation; Fluoroscopy; Huffman Coding; Lossless image compression; ROI; Run-length Coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Sciences (IECBES), 2012 IEEE EMBS Conference on
Conference_Location
Langkawi
Print_ISBN
978-1-4673-1664-4
Type
conf
DOI
10.1109/IECBES.2012.6498149
Filename
6498149
Link To Document