Implementation of edge-preserving regularization for frequency-domain diffuse optical tomography

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Please use this identifier to cite or link to this item: https://ir.lib.ncu.edu.tw/handle/987654321/108915

Title:	Implementation of edge-preserving regularization for frequency-domain diffuse optical tomography
Authors:	潘敏俊;Chen, Liang-Yu;Pan, Min-Chun;Pan, Min-Cheng
Contributors:	工學院機械工程學系
Keywords:	Algorithms;Computer Simulation;Diffusion;Image Processing, Computer-Assisted - methods;Neoplasms - diagnosis;Tomography, Optical - methods
Date:	2012-01-01
Issue Date:	2026-04-23 15:14:34 (UTC+8)
Publisher:	The Optical Society;United States
Abstract:	摘要： In this study, we first propose the use of edge-preserving regularization in optimizing an ill-conditioned problem in the reconstruction procedure for diffuse optical tomography to prevent unwanted edge smoothing, which usually degrades the attributes of images for distinguishing tumors from background tissues when using Tikhonov regularization. In the edge-preserving regularization method presented here, a potential function with edge-preserving properties is introduced as a regularized term in an objective function. With the minimization of this proposed objective function, an iterative method to solve this optimization problem is presented in which half-quadratic regularization is introduced to simplify the minimization task. Both numerical and experimental data are employed to justify the proposed technique. The reconstruction results indicate that edge-preserving regularization provides a superior performance over Tikhonov regularization. 其他題名： Appl Opt 出版者： United States 出版日期： 2012-01-01 出處： Applied optics (2004), 2012-01, Vol.51 (1), p.43 資源來源： Optica Publishing Group Journals 版權： 2012 Optical Society of America 識別號： ISSN: 1559-128X 識別號： EISSN: 2155-3165 識別號： EISSN: 1539-4522 識別號： DOI: 10.1364/AO.51.000043 識別號： PMID: 22270412
Appears in Collections:	[Departmant of Mechanical Engineering ] journal & Dissertation

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