Title :
Validation of an elastic matching algorithm based on complex wavelets for the realignment of dynamic MR breast images
Author :
Mainardi, L. ; Setti, E. ; Vergnaghi, D. ; Musumeci, R.
Author_Institution :
Dept. of Biomedical Eng., Politecnico di Milano, Milan, Italy
Abstract :
An approach for the registration of dynamic magnetic resonance (MR) breast images is validated. The approach is fully automatic and it performs a multi-resolution motion field estimation based on complex discrete wavelets transform (CDWT). The validation was designed to assess the registration quality in patient breast data. A set of diagnostic features of MR breast image was defined and two expert radiologists were asked to score the capability to detect these features in the subtraction images. Two registration methods were compared: a rigid registration algorithm and the proposed approach. Results show that the novel approach is superior in terms of both lesion detectability and lesion definition.
Keywords :
biological organs; biomedical MRI; cancer; discrete wavelet transforms; feature extraction; image motion analysis; image registration; image resolution; medical image processing; complex discrete wavelets transform; dynamic MR breast image realignment; elastic matching algorithm; feature detection; lesion definition; lesion detectability; multi-resolution motion field estimation; rigid registration algorithm; Breast; Cancer; Computer vision; Discrete wavelet transforms; Lesions; Magnetic resonance; Magnetic resonance imaging; Motion estimation; Sensitivity and specificity; Wavelet transforms; Breast Lesion Detection; Complex Discrete Wavelet Transform; Image Registration;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1403523