DocumentCode :
2002719
Title :
Adaptive 3D ultrasonic data compression using distributed processing engines
Author :
Desmouliers, Christophe ; Oruklu, Erdal ; Saniie, Jafar
Author_Institution :
Dept. of Electr. & Comput. Eng., Illinois Inst. of Technol., Chicago, IL, USA
fYear :
2009
fDate :
20-23 Sept. 2009
Firstpage :
694
Lastpage :
697
Abstract :
Ultrasonic 3D imaging is an important tool in NDE applications for quality control, flaw detection, and material characterization. However, ultrasonic 3D images often encompass immense amounts of data, making it very challenging for volumetric image analysis, transmission and storage. In this study, a fast and scalable data compression System-on-Chip (SoC) architecture based on Discrete Wavelet Transform (DWT) is proposed. This compression SoC can process A-Scan, B-Scan and C-Scan signals and images in real-time and reduce the data and bandwidth requirements substantially without degrading the signal fidelity. A volumetric image of 128x128x2048 samples is compressed by 96.9% in less than one second by the proposed compression system implemented on a Virtex-5 FPGA.
Keywords :
data compression; discrete wavelet transforms; distributed processing; field programmable gate arrays; image coding; system-on-chip; ultrasonic imaging; ultrasonic materials testing; A-scan signals; B-scan signals; C-scan signals; DWT; NDE applications; Virtex-5 FPGA; adaptive 3D ultrasonic data compression; discrete wavelet transform; distributed processing engines; fast data compression; flaw detection; material characterisation; quality control; scalable data compression; system on chip architecture; ultrasonic 3D imaging; volumetric image analysis; volumetric image storage; volumetric image transmission; Data compression; Discrete wavelet transforms; Distributed processing; Engines; Image analysis; Image coding; Image storage; Quality control; Signal processing; Ultrasonic imaging; 3D compression; Field programmable gate arrays; signal processing; wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ultrasonics Symposium (IUS), 2009 IEEE International
Conference_Location :
Rome
ISSN :
1948-5719
Print_ISBN :
978-1-4244-4389-5
Electronic_ISBN :
1948-5719
Type :
conf
DOI :
10.1109/ULTSYM.2009.5441912
Filename :
5441912
Link To Document :
بازگشت