Title :
A new adaptive mean frequency estimator: application to constant variance color flow mapping
Author :
Herment, Alain ; Demoment, Guy ; Dumée, Philippe ; Guglielmi, Jean-Paul ; Delouche, Annie
Author_Institution :
INSERM U-256, Hopital Broussais, Paris, France
Abstract :
A class of adapted mean frequency estimators is proposed for color flow mapping. These estimators can be fitted to the specific characteristics of a given Doppler signal to optimize the compromise between the range of analysable frequencies and the variance of mean frequency estimation. A sub-optimal estimator is derived for real-time applications, and an adaptive criterion based on the Doppler signal variance is developed for color flow mapping applications. Its performance is compared to that of the usual correlation phase estimator on simulated Doppler signals and on synthetic Doppler images. An improvement in image quality is achieved, mainly for low signal-to-noise ratio Doppler signals.<>
Keywords :
Doppler effect; acoustic imaging; acoustic signal processing; biomedical ultrasonics; haemodynamics; medical image processing; Doppler signal variance; adaptive criterion; adaptive mean frequency estimator; blood flow imaging; constant variance color flow mapping; correlation phase estimator; image quality; signal-to-noise ratio; simulated Doppler signals; sub-optimal estimator; synthetic Doppler images; ultrasonic imaging; Adaptive estimation; Analysis of variance; Bandwidth; Cutoff frequency; Frequency estimation; Image quality; Phase estimation; Signal analysis; Signal mapping; Signal to noise ratio;
Journal_Title :
Ultrasonics, Ferroelectrics, and Frequency Control, IEEE Transactions on