Title :
Temporal guided search for elastography motion tracking
Author :
Bayer, Manfred ; Hall, Trevor J.
Author_Institution :
Dept. of Med. Phys., Univ. of Wisconsin-Madison, Madison, WI, USA
Abstract :
By assuming spatial continuity in tissue displacements, guided search and regularization methods in ultrasonic motion tracking have been shown to reduce “peak-hop” tracking errors. These methods can also be applied to temporal displacement continuity. Four algorithms are proposed that exploit either the continuity of tissue velocity over time or the necessary consistency between displacement results from different frame pairings. Preliminary tests on freehand phantom and tissue data show that three of these algorithms consistently reduce peak-hop errors relative to standard block-matching and have comparable performance to a previously published spatial regularization algorithm.
Keywords :
biological tissues; biomedical ultrasonics; image sequences; medical image processing; phantoms; ultrasonic imaging; elastography motion tracking; frame pairings; freehand phantom; peak-hop tracking errors; spatial continuity; spatial regularization algorithm; standard block-matching; temporal displacement continuity; temporal guided search; tissue data; tissue displacements; tissue velocity; ultrasonic motion tracking; Cost function; Estimation; Phantoms; Standards; Strain; Tracking; Ultrasonic imaging;
Conference_Titel :
Ultrasonics Symposium (IUS), 2013 IEEE International
Conference_Location :
Prague
Print_ISBN :
978-1-4673-5684-8
DOI :
10.1109/ULTSYM.2013.0324