Synthetic ground-truth data for speckle tracking algorithms
Description
This folder contains data and code accompanying the paper [1]. The database is composed of 105 simulated sequences, including:
simulated texture from 7 vendors;
5 motion patterns;
3 probe orientations;
For each sequence we provide:
simulated B-mode data: path = "./data <vendor_id>/<view_id>/<motion_id>/im_sim.mat";
ground truth tracking: path = "./data/<vendor_id>/<view_id>/ <motion_id>/ground_truth.mat";
The following MATLAB scripts are provided to facilitate the use of the data:
main_play_data.m: to play the simulated cine-loops as well as the ground truth tracking;
main_compute_strain.m: to compute ground truth segmental strain.
Please consider citing [1] if you make use of the data.
[1] M. Alessandrini, B. Chakraborty, B. Heyde, O. Bernard, M. De Craene, M. Sermesant and J. D'hooge, "Realistic Vendor-Specific Synthetic Ultrasound Data for Quality Assurance of 2D Speckle Tracking Echocardiography: Simulation Pipeline and Open Access Database.", accepted in IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control.
Resources
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Tags
- strain
- ultrasonic-imaging
- two-dimensional-displays
- echocardiography
- pipelines
- three-dimensional-displays
- speckle