Title :
Adaptive noise reduction in ultrasound imaging
Author_Institution :
Rutgers Univ., New Brunswick, NJ, USA
Abstract :
The solution in assisting practitioners in venipuncture is to design a full autonomous venous access device, which integrating multiple methods of venous detection in performing precision cannula placement [1]. Particularly, B-mode ultrasound and near-infrared imaging techniques are studied to conduct vessel reconstruction. However, low light level intensity and inherent speckle noise are problematic for accurate vessel detection. Thus, an adaptive filtering method is necessary in vessel reconstruction.
Keywords :
adaptive filters; biomedical optical imaging; biomedical ultrasonics; blood vessels; filtering theory; image denoising; image reconstruction; infrared imaging; medical image processing; speckle; ultrasonic imaging; B-mode ultrasound imaging; accurate vessel detection; adaptive filtering method; adaptive noise reduction; full autonomous venous access device; inherent speckle noise; integrating multiple methods; low light level intensity; near-infrared imaging; precision cannula placement; venipuncture; venous detection; vessel reconstruction; Decision making; Image edge detection; Imaging; Noise; Noise reduction; Speckle; Ultrasonic imaging;
Conference_Titel :
Signal Processing in Medicine and Biology Symposium (SPMB), 2014 IEEE
Conference_Location :
Philadelphia, PA
DOI :
10.1109/SPMB.2014.7002961