title: Estimation of Large-Scale Organ Motion in B-Mode Ultrasound Image Sequences: A Survey.
abstract: Reviewed here are methods developed for following (i.e., tracking) structures in medical B-mode ultrasound time sequences during large-scale motion. The resulting motion estimation problem and its key components are defined. The main tracking approaches are described, and their strengths and weaknesses are discussed. Existing motion estimation methods, tested on multiple in vivo sequences, are categorized with respect to their clinical applications, namely, cardiac, respiratory and muscular motion. A large number of works in this field had to be discarded as thorough validation of the results was missing. The remaining relevant works identified indicate the possibility of reaching an average tracking accuracy up to 1-2 mm. Real-time performance can be achieved using several methods. Yet only very few of these have progressed to clinical practice. The latest trends include incorporation of complementary and prior information. Advances are expected from common evaluation databases and 4-D ultrasound scanning technologies.
authors.affiliation: Computer Vision Laboratory, ETH Zurich, Zurich, Switzerland. Electronic address: vdeluca@vision.ee.ethz.ch.
authors.forename: Valeria
authors.initials: V
authors.lastname: De Luca
authors.affiliation: Computer Vision Laboratory, ETH Zurich, Zurich, Switzerland.
authors.forename: Gábor
authors.initials: G
authors.lastname: Székely
authors.affiliation: Computer Vision Laboratory, ETH Zurich, Zurich, Switzerland.
authors.forename: Christine
authors.initials: C
authors.lastname: Tanner
mesh_terms: D000465:Algorithms; D016477:Artifacts; D006801:Humans; D021621:Imaging, Three-Dimensional; D009038:Motion; D010363:Pattern Recognition, Automated; D015203:Reproducibility of Results; D011795:Surveys and Questionnaires; D014463:Ultrasonography / Q000706:statistics & numerical data*
keywords: Cardiac motion; Displacement estimation; Image registration; Motion estimation; Organ motion; Respiratory motion; Review; Tracking; Ultrasound imaging; Ultrasound-guided intervention; Ultrasound-guided therapy