Compression and Decompression of Color MRI Image by Huffman Coding

MRI image (Magnetic Resonance Imaging) as a universal body checkup method in modern medicine. It can help doctors to analyze the condition of patients as soon as possible. As the medical images, the MRI images have high quality and a large amount of data, which requires more transmission time and la...

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Main Author: Zou, Xin
Format: Others
Language:English
Published: Blekinge Tekniska Högskola, Institutionen för tillämpad signalbehandling 2018
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:bth-17029
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spelling ndltd-UPSALLA1-oai-DiVA.org-bth-170292018-10-30T07:25:04ZCompression and Decompression of Color MRI Image by Huffman CodingengZou, XinBlekinge Tekniska Högskola, Institutionen för tillämpad signalbehandling2018Signal ProcessingSignalbehandlingMRI image (Magnetic Resonance Imaging) as a universal body checkup method in modern medicine. It can help doctors to analyze the condition of patients as soon as possible. As the medical images, the MRI images have high quality and a large amount of data, which requires more transmission time and larger storage capacity. To reduce transmission time and storage capacity, the compression and decompression technology is applied. Now most MRI images are colour, but most theses still use gray MRI images to research. Compressed color MRI images is a new research area. In this thesis, some basic theories of the compression technoloy and medical technology were firstly introduced, then basic strcture and kernel algorithm of Huffman coding were explained in detail. Finally, Huffman coding was implemented in MATLAB to compress and decompress the colour MRI images.The result of the experiment shows that the Huffman coding in colour MRI image compression can get high compression ratio and coding efficient. Student thesisinfo:eu-repo/semantics/bachelorThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:se:bth-17029application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Others
sources NDLTD
topic Signal Processing
Signalbehandling
spellingShingle Signal Processing
Signalbehandling
Zou, Xin
Compression and Decompression of Color MRI Image by Huffman Coding
description MRI image (Magnetic Resonance Imaging) as a universal body checkup method in modern medicine. It can help doctors to analyze the condition of patients as soon as possible. As the medical images, the MRI images have high quality and a large amount of data, which requires more transmission time and larger storage capacity. To reduce transmission time and storage capacity, the compression and decompression technology is applied. Now most MRI images are colour, but most theses still use gray MRI images to research. Compressed color MRI images is a new research area. In this thesis, some basic theories of the compression technoloy and medical technology were firstly introduced, then basic strcture and kernel algorithm of Huffman coding were explained in detail. Finally, Huffman coding was implemented in MATLAB to compress and decompress the colour MRI images.The result of the experiment shows that the Huffman coding in colour MRI image compression can get high compression ratio and coding efficient.
author Zou, Xin
author_facet Zou, Xin
author_sort Zou, Xin
title Compression and Decompression of Color MRI Image by Huffman Coding
title_short Compression and Decompression of Color MRI Image by Huffman Coding
title_full Compression and Decompression of Color MRI Image by Huffman Coding
title_fullStr Compression and Decompression of Color MRI Image by Huffman Coding
title_full_unstemmed Compression and Decompression of Color MRI Image by Huffman Coding
title_sort compression and decompression of color mri image by huffman coding
publisher Blekinge Tekniska Högskola, Institutionen för tillämpad signalbehandling
publishDate 2018
url http://urn.kb.se/resolve?urn=urn:nbn:se:bth-17029
work_keys_str_mv AT zouxin compressionanddecompressionofcolormriimagebyhuffmancoding
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