DocumentCode :
452920
Title :
Wavelet Transform Codec for Fast Retrieval of Slices of 3D Objects
Author :
Thirumalai, Vijayaraghavan ; Kanhirodan, Rajan
Author_Institution :
Dept. of Instrum., Indian Inst. of Sci., Bangalore
Volume :
2
fYear :
2005
fDate :
16-19 May 2005
Firstpage :
1251
Lastpage :
1254
Abstract :
We propose a method to encode a 3D magnetic resonance image data and a decoder in such way that fast access to any 2D image is possible by decoding only the corresponding information from each subband image and thus provides minimum decoding time. This will be of immense use for medical community, because most of the PET and MRI data are volumetric data. Preprocessing is carried out at every level before wavelet transformation, to enable easier identification of coefficients from each subband image. Inclusion of special characters in the bit stream facilitates access to corresponding information from the encoded data. Results are taken by performing Daub4 along x (row), y (column) direction and Haar along z (slice) direction. Comparable results are achieved with the existing technique. In addition to that decoding time is reduced by 1.98 times. Arithmetic coding is used to encode corresponding information independently
Keywords :
Haar transforms; arithmetic codes; codecs; decoding; image coding; magnetic resonance imaging; wavelet transforms; 3D magnetic resonance image data; Daub4 method; Haar method; MRI data; PET data; arithmetic coding; image encoding; information decoding; preprocessing; slice retrieval; subband image; wavelet transform codec; wavelet transformation; Codecs; Computed tomography; Decoding; Digital arithmetic; Image coding; Image resolution; Magnetic resonance imaging; Positron emission tomography; Streaming media; Wavelet transforms; Compression; Preprocessing; Wavelet Transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference, 2005. IMTC 2005. Proceedings of the IEEE
Conference_Location :
Ottawa, Ont.
Print_ISBN :
0-7803-8879-8
Type :
conf
DOI :
10.1109/IMTC.2005.1604347
Filename :
1604347
Link To Document :
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