Improving image quality of diffuse optical tomography with a projection-error-based adaptive regularization method
文献类型：期刊论文
| 作者 | Niu, Haijing1; Guo, Ping1,2; Ji, Lijun3; Zhao, Qing3; Jiang, Tianzi3
|
| 刊名 | OPTICS EXPRESS
 |
| 出版日期 | 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 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/9524]  |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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