Positron emission tomograph compression by using wavelet transform

Min-Jen Tsai*, John D. Villasenor, A. Chatziioannou, M. Dahlbom

*Corresponding author for this work

研究成果: Paper同行評審

1 引文 斯高帕斯(Scopus)

摘要

The use of digitized information is rapidly gaining acceptance in radiological applications. Image compression plays an important role in the archiving and transmission of different digital diagnostic modalities. Currently block DCT based compression schemes (i.e. JPEG, MPEG) are usually used for telephone conferencing, cable video transmission and other non-medical applications. This scheme is not suitable for medical tomographic imaging (like PET) because of block artifacts resulting from the block based DCT coefficient quantization. For PET data, it is usually stored in two byte integer format per pixel for the precision preservation which makes the DCT based compression coding procedure difficult without specially designed and trained codebooks. A full frame wavelet image coding approach has been investigated in this study. It adopts the zerofree data structure, bit-plane coding and adaptive arithmetic coding to improve the coding efficiency. This lossy image compression increases the data size reduction and keeps the reconstructed images visually indifferent to the original images at compression ratio up to 10:1 in clinical image quality evaluation. Our algorithm not only achieves a higher compression ratio but also maintains high fidelity for the reconstructed image which could be used in the PACS system and telediagnosis environment.

原文English
頁面1434-1437
頁數4
出版狀態Published - 1 十二月 1995
事件Proceedings of the 1995 IEEE Nuclear Science Symposium and Medical Imaging Conference. Part 1 (of 3) - San Francisco, CA, USA
持續時間: 21 十月 199528 十月 1995

Conference

ConferenceProceedings of the 1995 IEEE Nuclear Science Symposium and Medical Imaging Conference. Part 1 (of 3)
城市San Francisco, CA, USA
期間21/10/9528/10/95

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