DocumentCode :
3077593
Title :
Adaptive mesh optimization and nonrigid motion recovery based image registration for wide-field-of-view ultrasound imaging
Author :
Tan, Chaowei ; Wang, Bo ; Liu, Paul ; Liu, Dong
Author_Institution :
College of Computer Science, Sichuan University, Chengdu, China
fYear :
2008
fDate :
20-25 Aug. 2008
Firstpage :
3953
Lastpage :
3956
Abstract :
Wide field of view (WFOV) imaging mode obtains an ultrasound image over an area much larger than the real time window normally available. As the probe is moved over the region of interest, new image frames are combined with prior frames to form a panorama image. Image registration techniques are used to recover the probe motion, eliminating the need for a position sensor. Speckle patterns, which are inherent in ultrasound imaging, change, or become decorrelated, as the scan plane moves, so we pre-smooth the image to reduce the effects of speckle in registration, as well as reducing effects from thermal noise. Because we wish to track the movement of features such as structural boundaries, we use an adaptive mesh over the entire smoothed image to home in on areas with feature. Motion estimation using blocks centered at the individual mesh nodes generates a field of motion vectors. After angular correction of motion vectors, we model the overall movement between frames as a nonrigid deformation. The polygon filling algorithm for precise, persistence-based spatial compounding constructs the final speckle reduced WFOV image.
Keywords :
Decorrelation; Image registration; Image sensors; Mesh generation; Motion estimation; Noise reduction; Probes; Speckle; Tracking; Ultrasonic imaging; AOS gaussian smoothing; adaptive mesh; compounding accuracy improvement; linear transformation; nonrigid motion recovery; polygon filling; structure tensor; Algorithms; Artifacts; Computer Simulation; Femur; Finite Element Analysis; Humans; Models, Statistical; Motion; Phantoms, Imaging; Reproducibility of Results; Rotation; Ultrasonography;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE
Conference_Location :
Vancouver, BC
ISSN :
1557-170X
Print_ISBN :
978-1-4244-1814-5
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2008.4650075
Filename :
4650075
Link To Document :
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