DocumentCode
3541887
Title
Ultrasound image coding based on subband decomposition and speckle synthesis
Author
Luo, Jiebo ; Li, Hongxhi ; Chen, Chang Wen
Author_Institution
Imaging Sci. Lab., Eastman Kodak Co., Rochester, NY, USA
Volume
3
fYear
1997
fDate
26-29 Oct 1997
Firstpage
106
Abstract
We present a study of ultrasound image compression based on subband decomposition and speckle synthesis. It is well-known that one signature characteristic of ultrasound images is the presence of speckle noise. The high frequency nature of speckle noise poses great challenges to standard coding techniques. In this study, ultrasound images are first decomposed into subbands with good spatial-frequency separation. To better separate the noise spectrum from high frequency signal content, selected high frequency subbands are further decomposed. The separation results in a structure image and a speckle image. Ultrasound images are coded such that the structure image is coded using a wavelet-based method and the speckle noise is reproduced using synthesized high frequency subbands at the decoder end. While the impact on diagnostics is yet to be investigated, this coding scheme enables efficient compression while maintaining the signature appearance of ultrasound images
Keywords
biomedical ultrasonics; data compression; image coding; medical image processing; noise; speckle; transform coding; wavelet transforms; Ultrasound image coding; decoder; high frequency signal content; noise spectrum; spatial-frequency separation; speckle image; speckle noise; speckle synthesis; structure image; subband decomposition; synthesized high frequency subband; ultrasound image compression; wavelet-based method; Acoustic noise; Algorithm design and analysis; Decoding; Frequency; Image coding; Image reconstruction; Noise generators; Signal synthesis; Speckle; Ultrasonic imaging;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 1997. Proceedings., International Conference on
Conference_Location
Santa Barbara, CA
Print_ISBN
0-8186-8183-7
Type
conf
DOI
10.1109/ICIP.1997.632003
Filename
632003
Link To Document