Improving image quality of diffuse optical tomography with a projection-error-based adaptive regularization method

	Improving image quality of diffuse optical tomography with a projection-error-based adaptive regularization method
	Niu, Haijing 1; Guo, Ping 1,2; Ji, Lijun 3; Zhao, Qing 3; Jiang, Tianzi3
刊名	OPTICS EXPRESS
	2008-08-18
卷号	16 期号:17 页码:12423-12434
英文摘要	Diffuse optical tomography ( DOT) reconstructs the images of internal optical parameter distribution using noninvasive boundary measurements. The image reconstruction procedure is known to be an ill-posed problem. In order to solve such a problem, a regularization technique is needed to constrain the solution space. In this study, a projection-error-based adaptive regularization (PAR) technique is proposed to improve the reconstructed image quality. Simulations are performed using a diffusion approximation model and the simulated results demonstrate that the PAR technique can improve reconstruction precision of object more effectively. The method is demonstrated to have low sensitivity to noise at various noise levels. Moreover, with the PAR method, the detectability of an object located both at the center and near the peripheral regions has been increased largely. (c) 2008 Optical Society of America.
WOS标题词	Science & Technology ; Physical Sciences
类目[WOS]	Optics
研究领域[WOS]	Optics
关键词[WOS]	NEAR-INFRARED TOMOGRAPHY ; PHOTON DENSITY WAVES ; STATISTICAL-ANALYSIS ; SPATIAL-RESOLUTION ; BRAIN ACTIVATION ; RECONSTRUCTION ; BREAST ; SCATTERING ; INHOMOGENEITIES ; OPTIMIZATION
收录类别	SCI
语种	英语
WOS记录号	WOS:000259268700001
公开日期	2015-12-24
内容类型	期刊论文
源URL	[http://ir.ia.ac.cn/handle/173211/9574]
专题	自动化研究所_09年以前成果
作者单位	1.Beijing Normal Univ, Image Proc & Pattern Recognit Lab, Beijing 100875, Peoples R China 2.Beijing Inst Technol, Sch Comp Sci & Technol, Beijing 100081, Peoples R China 3.Inst Automat, Natl Lab Pattern Recognit, Beijing 100081, Peoples R China
推荐引用方式 GB/T 7714	Niu, Haijing,Guo, Ping,Ji, Lijun,et al. Improving image quality of diffuse optical tomography with a projection-error-based adaptive regularization method[J]. OPTICS EXPRESS,2008,16(17):12423-12434.
APA	Niu, Haijing,Guo, Ping,Ji, Lijun,Zhao, Qing,&Jiang, Tianzi.(2008).Improving image quality of diffuse optical tomography with a projection-error-based adaptive regularization method.OPTICS EXPRESS,16(17),12423-12434.
MLA	Niu, Haijing,et al."Improving image quality of diffuse optical tomography with a projection-error-based adaptive regularization method".OPTICS EXPRESS 16.17(2008):12423-12434.