Title :
Wavelet-Based Adaptive Multiresolution Inversion for Quantitative Microwave Imaging of Breast Tissues
Author :
Scapaticci, Rosa ; Catapano, Ilaria ; Crocco, Lorenzo
Abstract :
Microwave imaging is a feasible tool for medical imaging owing to the different electric properties of tissues. To this end, it is important to devise inversion procedures capable of achieving a reliable quantitative estimate of the tissues under test. With respect to breast screening, we propose a full-wave inversion method, which takes advantage of the adaptive multiresolution features of the wavelet basis to accommodate the trade off between spatial resolution and inversion stability. As shown through a preliminary numerical assessment on 2D anthropomorphic breast phantoms, the proposed approach is capable of achieving satisfying results without any a priori knowledge of breast shape, as well as of thickness and electric properties of the skin layer.
Keywords :
biological organs; biological tissues; medical image processing; microwave imaging; wavelet transforms; 2D anthropomorphic breast phantoms; adaptive multiresolution features; breast screening; breast tissues; full-wave inversion method; inversion stability; medical imaging; numerical assessment; quantitative microwave imaging; skin layer; spatial resolution; wavelet basis; wavelet-based adaptive multiresolution inversion; Breast tissue; Discrete wavelet transforms; Imaging; Inverse problems; Permittivity; Breast cancer; electromagnetic scattering; inverse problems; microwave imaging; wavelet transform;
Journal_Title :
Antennas and Propagation, IEEE Transactions on
DOI :
10.1109/TAP.2012.2201083