Title :
Non-linear imaging algorithm for the detection of female breast cancer in the incipient state
Author :
Lager, I.E. ; Kooij, B.J.
Author_Institution :
Int. Res. Centre for Telecommun. & Radar, Delft Univ. of Technol.
Abstract :
A non-linear imaging algorithm for the detection of small, malignant female breast tumours is described. The electromagnetic contrast source inversion method is employed for the reconstruction of the location, the shape, and the electrical properties (relative permittivity and conductivity) of the breast and the tumour tissues. By combining the extended contrast source inversion method and a multiplicative total variation regularisation in the frequency hopping, a highly accurate and robust inversion scheme is obtained. The performance of the algorithm is demonstrated by performing the detection of an object that is representative for a tumour in its incipient state, located in an inhomogeneous breast tissue
Keywords :
cancer; medical image processing; object detection; tumours; electromagnetic contrast source inversion method; female breast cancer detection; female breast tumours; frequency hopping; inhomogeneous breast tissue; multiplicative total variation regularisation; nonlinear imaging algorithm; Breast cancer; Breast tumors; Cancer detection; Conductivity; Frequency; Image reconstruction; Object detection; Permittivity; Robustness; Shape;
Conference_Titel :
Radar Conference, 2005. EURAD 2005. European
Conference_Location :
Paris
Print_ISBN :
2-9600551-3-6
DOI :
10.1109/EURAD.2005.1605604