Literature DB >> 19696467

A general region-of-interest image reconstruction approach with truncated Hilbert transform.

Liang Li1, Kejun Kang, Zhiqiang Chen, Li Zhang, Yuxiang Xing.   

Abstract

This paper presents a novel data sufficiency condition that unique and stable ROI reconstruction can be achieved from a more flexible family of data sets. To the interior problem, it allows the ROI (Region-of-interest) can be reconstructed from the line integrals passing through this ROI and a small region B located anywhere as long as the image is known on B. Especially, ROI reconstruction can be achieved without any other a priori knowledge when region B is placed outside the object support. We also develop a general reconstruction algorithm with the DBP-POCS (Differentiated backprojection-projection onto convex sets) method. Finally, both numerical and real experiments were done to illustrate the new data sufficiency condition and the good stability of the ROI reconstruction algorithm.

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Year:  2009        PMID: 19696467     DOI: 10.3233/XST-2009-0218

Source DB:  PubMed          Journal:  J Xray Sci Technol        ISSN: 0895-3996            Impact factor:   1.535


  5 in total

1.  Image reconstruction for sparse-view CT and interior CT-introduction to compressed sensing and differentiated backprojection.

Authors:  Hiroyuki Kudo; Taizo Suzuki; Essam A Rashed
Journal:  Quant Imaging Med Surg       Date:  2013-06

2.  Time-resolved cardiac interventional cone-beam CT reconstruction from fully truncated projections using the prior image constrained compressed sensing (PICCS) algorithm.

Authors:  Pascal Thériault Lauzier; Jie Tang; Guang-Hong Chen
Journal:  Phys Med Biol       Date:  2012-04-05       Impact factor: 3.609

3.  Practical interior tomography with radial Hilbert filtering and a priori knowledge in a small round area.

Authors:  Shaojie Tang; Yi Yang; Xiangyang Tang
Journal:  J Xray Sci Technol       Date:  2012       Impact factor: 1.535

4.  Interior tomography with continuous singular value decomposition.

Authors:  Xin Jin; Alexander Katsevich; Hengyong Yu; Ge Wang; Liang Li; Zhiqiang Chen
Journal:  IEEE Trans Med Imaging       Date:  2012-08-15       Impact factor: 10.048

Review 5.  Recent Development of Dual-Dictionary Learning Approach in Medical Image Analysis and Reconstruction.

Authors:  Bigong Wang; Liang Li
Journal:  Comput Math Methods Med       Date:  2015-05-18       Impact factor: 2.238

  5 in total

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