TY - JOUR
T1 - High-Quality Light Field Microscope Imaging Based on Microlens Arrays
AU - Gu, Tongkai
AU - Yan, Sitong
AU - Wang, Lanlan
AU - Chang, Yasheng
AU - Liu, Hongzhong
N1 - Publisher Copyright:
© 1992-2012 IEEE.
PY - 2024/4/1
Y1 - 2024/4/1
N2 - High-quality optical observation through traditional microscopes faces significant challenges due to their low spatial sampling and the limited ability to respond only to the light intensity characteristics of optoelectronic devices. This limitation results in an inability to measure other critical optical information during imaging, such as phase, angle, polarization, and coherence. In response to these challenges, light field microscope (LFM) as a powerful imaging technique is capable of measuring samples with unprecedented depth and detail. LFM overcomes the limitations of conventional microscope methods by capturing both spatial and angular information of light rays. To further demonstrate these capabilities, the LFM based on microlens arrays is constructed here. These arrays are fabricated using advanced techniques such as laser lithography, microimprinting, and self-assembly technology. Using light field imaging, image segmentation methods, and deep learning fusion, the imaging quality is nearly doubled, significantly enhancing the quality of observations. LFM based on microlens arrays offers great promise for improving the quality of imaging observations in the field of microsope.
AB - High-quality optical observation through traditional microscopes faces significant challenges due to their low spatial sampling and the limited ability to respond only to the light intensity characteristics of optoelectronic devices. This limitation results in an inability to measure other critical optical information during imaging, such as phase, angle, polarization, and coherence. In response to these challenges, light field microscope (LFM) as a powerful imaging technique is capable of measuring samples with unprecedented depth and detail. LFM overcomes the limitations of conventional microscope methods by capturing both spatial and angular information of light rays. To further demonstrate these capabilities, the LFM based on microlens arrays is constructed here. These arrays are fabricated using advanced techniques such as laser lithography, microimprinting, and self-assembly technology. Using light field imaging, image segmentation methods, and deep learning fusion, the imaging quality is nearly doubled, significantly enhancing the quality of observations. LFM based on microlens arrays offers great promise for improving the quality of imaging observations in the field of microsope.
KW - Light field microscope
KW - image segmentation
KW - imaging quality
KW - microlens arrays
UR - https://www.scopus.com/pages/publications/85182933787
U2 - 10.1109/JMEMS.2023.3349299
DO - 10.1109/JMEMS.2023.3349299
M3 - 文章
AN - SCOPUS:85182933787
SN - 1057-7157
VL - 33
SP - 296
EP - 303
JO - Journal of Microelectromechanical Systems
JF - Journal of Microelectromechanical Systems
IS - 2
ER -