Quick search Find article
Quick search
Find article

The spatial resolution improvement of EIT images by GVSPM-FOCUSS algorithm

Guoya Dong1,2, Hesheng Liu2, Richard H Bayford3,4, Rebecca Yerworth3,4, Shangkai Gao2, David Holder4 and Weili Yan1

Show affiliations


The focal underdetermined system solver (FOCUSS) algorithm is a recursive algorithm to find the localized energy solution. It is an initialization-dependent algorithm. The generalized vector sample pattern matching (GVSPM) method has been applied to solve the inverse problem of electrical impedance tomography (EIT) and obtain smooth reconstructed images. By combining the GVSPM solution as the initial estimation of the FOCUSS algorithm, an idea termed the GVSPM-FOCUSS method is presented in this paper to improve the spatial resolution and precision of localization for EIT images. The comparisons are carried out between the EIT images reconstructed with the GVSPM-FOCUSS method and the GVSPM method alone. The effectiveness is verified by simulated and tank data for a model of a two-dimensional homogeneous circular disk.


PACS

87.63.Pn Electrical impedance tomography (EIT)

87.57.C- Image quality

02.30.Zz Inverse problems

02.10.Yn Matrix theory

02.60.Dc Numerical linear algebra

87.57.N- Image analysis

Subjects

Mathematical physics

Computational physics

Medical physics

Dates

Issue 1 (February 2004)

Received 10 September 2003, accepted for publication 28 November 2003

Published 3 February 2004



  1. The spatial resolution improvement of EIT images by GVSPM-FOCUSS algorithm

    Guoya Dong et al 2004 Physiol. Meas. 25 209

  2. B1 field homogeneity and SAR calculations for the birdcage coil

    T S Ibrahim et al 2001 Phys. Med. Biol. 46 609

  3. Gold-coated iron nanoparticles: a novel magnetic resonance agent for T1 and T2 weighted imaging

    Sung-Jin Cho et al 2006 Nanotechnology 17 640

  4. The GEO 600 gravitational wave detector

    B Willke et al 2002 Class. Quantum Grav. 19 1377

  5. Supersymmetric and shape-invariant generalization for nonresonant and intensity-dependent Jaynes-Cummings systems

    A N F Aleixo et al 2001 J. Phys. A: Math. Gen. 34 1109

  6. Electrical conductivity characteristics of ferric metavanadate

    K Tennakone and W G D Dharmaratna 1983 J. Phys. D: Appl. Phys. 16 855

  7. Hydrodynamic interactions between widely separated particles at a free surface

    B. Cichocki et al 2004 Europhys. Lett. 67 383

  8. A discrete time presentation of quantum dynamics

    G Date 2003 Class. Quantum Grav. 20 303

  9. Practical methods in ab initio lattice dynamics

    G J Ackland et al 1997 J. Phys.: Condens. Matter 9 7861

  10. Gowdy phenomenology in scale-invariant variables

    Lars Andersson et al 2004 Class. Quantum Grav. 21 S29

Users also read

What's this?
This innovative new feature generates a list of articles 'also read' by other users based on them reading the original article. Article abstracts citations and references are all considered and weighted accordingly. We hope that this will help you find relevant papers for your research.

  1. Spatial resolution improvement of 3D EIT images by the shrinking sLORETA-FOCUSS algorithm

View by subject




Export








Please login to access our web services, or create an account if you don't yet have one.

You must have cookies enabled in your web browser to be able to login.

Username
Password

Forgotten your password? Get a new one here.