Title :
Performance Evaluation of Contour Determination Algorithm Using Conventional and Compounded Ultrasound Medical Images
Author :
Konstantinova, Pavlina ; Behar, Vera ; Nikolov, Milen
Author_Institution :
Inst. for Parallel Process., Bulgarian Acad. of Sci., Sofia
Abstract :
Performance evaluation of contour determination algorithm using both conventional ultrasound images and ultrasound images, generated by multi-angle compounding imaging (MACI) is presented. A method for modelling different contour shapes with known true positions and a method for error estimation are used to compare the results in both cases. A probabilistic data association combined with interacting multiple model (IMMPDA) approach is used for contour determination algorithm. The results are presented in figures and show that the contour determination algorithm works more robust and more precisely with compound images
Keywords :
deterministic algorithms; medical image processing; software performance evaluation; ultrasonic imaging; compound image; contour determination algorithm; contour shape modelling; error estimation; interacting multiple model; multiangle compounding imaging; performance evaluation; probabilistic data association; ultrasound medical image; Biomedical imaging; Frequency; Image generation; Image quality; Noise level; Parallel processing; Shape; Speckle; Trajectory; Ultrasonic imaging;
Conference_Titel :
Modern Computing, 2006. JVA '06. IEEE John Vincent Atanasoff 2006 International Symposium on
Conference_Location :
Sofia
Print_ISBN :
0-7695-2643-8
DOI :
10.1109/JVA.2006.38
