Portable lensless wide-field microscopy imaging platform based on digital inline holography and multi-frame pixel super-resolution

被引:104
作者
Sobieranski, Antonio C. [1 ,2 ,3 ]
Inci, Fatih [4 ]
Tekin, H. Cumhur [4 ]
Yuksekkaya, Mehmet [1 ,2 ]
Comunello, Eros [3 ,5 ]
Cobra, Daniel [6 ]
von Wangenheim, Aldo [3 ]
Demirci, Utkan [1 ,2 ,4 ]
机构
[1] Harvard Univ, Brigham & Womens Hosp, Div Renal Med,Dept Med,Med Sch, Demirci Bioacoust MEMS Med BAMM Lab,Div Biomed En, Boston, MA 02115 USA
[2] Harvard Univ, Brigham & Womens Hosp, Sch Med, Demirci Bioacoust MEMS Med BAMM Lab,Div Infect Di, Boston, MA 02115 USA
[3] Univ Fed Santa Catarina, Image Proc & Comp Graph Lab, LAPIX, INCoD,Natl Brazilian Inst Digital Convergence, BR-88040900 Florianopolis, SC, Brazil
[4] Stanford Univ, Sch Med, Canary Ctr Stanford Canc Early Detect, Demirci Bioacoust MEMS Med BAMM Lab, Palo Alto, CA 94304 USA
[5] Univ Vale Itajai, Appl Comp, 4VisionLab, Rio De Janeiro, Brazil
[6] CERTI Fdn, Florianopolis, SC, Brazil
关键词
digital in-line holography; image registration; lensless imaging; point-of-care platform; pixel super-resolution; POINT; TECHNOLOGIES; CELLS;
D O I
10.1038/lsa.2015.119
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In this paper, an irregular displacement-based lensless wide-field microscopy imaging platform is presented by combining digital in-line holography and computational pixel super-resolution using multi-frame processing. The samples are illuminated by a nearly coherent illumination system, where the hologram shadows are projected into a complementary metal-oxide semiconductor-based imaging sensor. To increase the resolution, a multi-frame pixel resolution approach is employed to produce a single holographic image from multiple frame observations of the scene, with small planar displacements. Displacements are resolved by a hybrid approach: (i) alignment of the LR images by a fast feature-based registration method, and (ii) fine adjustment of the sub-pixel information using a continuous optimization approach designed to find the global optimum solution. Numerical method for phase-retrieval is applied to decode the signal and reconstruct the morphological details of the analyzed sample. The presented approach was evaluated with various biological samples including sperm and platelets, whose dimensions are in the order of a few microns. The obtained results demonstrate a spatial resolution of 1.55 mu m on a field-of-view of approximate to 30 mm(2).
引用
收藏
页码:e346 / e346
页数:11
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