Snapshot multispectral endomicroscopy

被引：64

作者：

Meng, Ziyi ^{[1
,2
]}

Qiao, Mu ^{[2
]}

Ma, Jiawei ^{[3
]}

Yu, Zhenming ^{[1
]}

Xu, Kun ^{[1
]}

Yuan, Xin ^{[4
]}

机构：

[1] Beijing Univ Posts & Telecommun, State Key Lab Infonnat Photon & Opt Commun, Beijing 100876, Peoples R China

[2] New Jersey Inst Technol, Dept ECE, Newark, NJ 07102 USA

[3] Columbia Univ, Dept Comp Sci, New York, NY 10027 USA

[4] Bell Labs, 600 Mt Ave, Murray Hill, NJ 07974 USA

来源：

OPTICS LETTERS | 2020年 / 45卷 / 14期

基金：

中国国家自然科学基金;

关键词：

24;

D O I：

10.1364/OL.393213

中图分类号：

O43 [光学];

学科分类号：

070207 ; 0803 ;

摘要：

Multispectral endomicroscopy provides tissue functional information in addition to structural information for accurate disease diagnosis. In this Letter, we propose a snapshot multispectral endomicroscope that employs a fiber bundle to deliver an in-body tissue spatial-spectral datastream to an external compressive spectral imager. Equipped with an end-to-end deep-learning-based reconstruction algorithm, we are able to capture tissue multispectral data in video rates and reconstruct high-resolution multispectral images with up to 24 spectral channels in near-real time. (C) 2020 Optical Society of America

引用

页码：3893 / 3896

页数：4

共 24 条

[1] A new TwIST: Two-step iterative shrinkage/thresholding algorithms for image restoration [J].

Bioucas-Dias, Jose M. ;

Figueiredo, Mario A. T. .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2007, 16 (12) :2992-3004

[2] Robust uncertainty principles:: Exact signal reconstruction from highly incomplete frequency information [J].

Candès, EJ ;

Romberg, J ;

Tao, T .

IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (02) :489-509

[3] High-Quality Hyperspectral Reconstruction Using a Spectral Prior [J].

Choi, Inchang ;

Jeon, Daniel S. ;

Nam, Giljoo ;

Gutierrez, Diego ;

Kim, Min H. .

ACM TRANSACTIONS ON GRAPHICS, 2017, 36 (06)

[4] Multispectral image alignment using a three channel endoscope in vivo during minimally invasive surgery [J].

Clancy, Neil T. ;

Stoyanov, Danail ;

James, David R. C. ;

Di Marco, Aimee ;

Sauvage, Vincent ;

Clark, James ;

Yang, Guang-Zhong ;

Elson, Daniel S. .

BIOMEDICAL OPTICS EXPRESS, 2012, 3 (10) :2567-2578

[5] Compressed sensing [J].

Donoho, DL .

IEEE TRANSACTIONS ON INFORMATION THEORY, 2006, 52 (04) :1289-1306

[6] Accurate and Efficient Estimation of Short-Circuit Current for MTDC Grids Considering MMC Control [J].

Gao, Shilin ;

Ye, Hua ;

Liu, Yutian .

IEEE TRANSACTIONS ON POWER DELIVERY, 2020, 35 (03) :1541-1552

[7] DeepCubeNet: reconstruction of spectrally compressive sensed hyperspectral images with deep neural networks [J].

Gedalin, Daniel ;

Oiknine, Yaniv ;

Stern, Adrian .

OPTICS EXPRESS, 2019, 27 (24) :35811-35822

[8] Microscopic imaging in endoscopy: endomicroscopy and endocytoscopy [J].

Goetz, Martin ;

Malek, Nisar P. ;

Kiesslich, Ralf .

NATURE REVIEWS GASTROENTEROLOGY & HEPATOLOGY, 2014, 11 (01) :11-18

[9]

HAMMER M, 2002, PHYS MED BIOL, V47

[10] Fiber bundle endocytoscopy [J].

Hughes, Michael ;

Chang, Tou Pin ;

Yang, Guang-Zhong .

BIOMEDICAL OPTICS EXPRESS, 2013, 4 (12) :2781-2794

← 1 2 3 →