Year
Month
(Peer-Reviewed) Speckle structured illumination endoscopy with enhanced resolution at wide field of view and depth of field
Elizabeth Abraham, Junxiao Zhou, Zhaowei Liu 刘照伟
Department of Electrical and Computer Engineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, California 92093, United States
Opto-Electronic Advances, 2023-07-20
Abstract

Structured illumination microscopy (SIM) is one of the most widely applied wide field super resolution imaging techniques with high temporal resolution and low phototoxicity. The spatial resolution of SIM is typically limited to two times of the diffraction limit and the depth of field is small.

In this work, we propose and experimentally demonstrate a low cost, easy to implement, novel technique called speckle structured illumination endoscopy (SSIE) to enhance the resolution of a wide field endoscope with large depth of field. Here, speckle patterns are used to excite objects on the sample which is then followed by a blind-SIM algorithm for super resolution image reconstruction.

Our approach is insensitive to the 3D morphology of the specimen, or the deformation of illuminations used. It greatly simplifies the experimental setup as there are no calibration protocols and no stringent control of illumination patterns nor focusing optics. We demonstrate that the SSIE can enhance the resolution 2–4.5 times that of a standard white light endoscopic (WLE) system.

The SSIE presents a unique route to super resolution in endoscopic imaging at wide field of view and depth of field, which might be beneficial to the practice of clinical endoscopy.
Speckle structured illumination endoscopy with enhanced resolution at wide field of view and depth of field_1
Speckle structured illumination endoscopy with enhanced resolution at wide field of view and depth of field_2
Speckle structured illumination endoscopy with enhanced resolution at wide field of view and depth of field_3
Speckle structured illumination endoscopy with enhanced resolution at wide field of view and depth of field_4
  • Overcoming challenges in InP-based quantum dots: from nucleation mechanisms to high-performance quantum dot light-emitting diodes
  • Yangyang Bian, Qian Li, Fei Chen, Chunhe Yang, Huaibin Shen, Aiwei Tang
  • Opto-Electronic Advances
  • 2026-03-25
  • Emerging landscape of photonic bound states in the continuum for next-generation metadevices
  • Thi Thu Ha Do, Ronghui Lin, Daniil A. Shilkin, Zhiyi Yuan, Cuong Dang, Arseniy I. Kuznetsov, Jinghua Teng, Son Tung Ha
  • Opto-Electronic Advances
  • 2026-03-25
  • A 4096-element 3D-integrated Si-SiN optical phased array for high-power coherent LiDAR
  • Han Wang, Weimin Xie, Xin Yan, Jiaqi Li, Youxi Lu, Ping Jiang, Feng Li, Kai Jin, Xu Yang, Jiali Jiang, Keran Deng, Weishuai Chen, Jing Luo, Li Jin, Junbo Feng, Kai Wei
  • Opto-Electronic Technology
  • 2026-03-20
  • Multi-scale attention residual deep convolutional dealiasing network-assisted unambiguous ultra-long baseline high-precision microwave photonic angle of arrival estimation
  • Xianglin Chen, Yin Li, Shiru Song, Yalin Yao, He Cui, Xuan Li, Zhe Guo, Yinlong Tan, Taolin Liu, Tian Jiang
  • Opto-Electronic Technology
  • 2026-03-20
  • Dual quasi-BIC resonances synergized laser cooling in halide perovskite metasurface
  • Ying Che, Peng Lu, Yang Li, Junhao Zeng, Mengxia Hu, Fei Qin, Tianyue Zhang Xiangping Li
  • Opto-Electronic Technology
  • 2026-03-20
  • High-speed and large-capacity visible light communication for 6G: advances and perspectives
  • Nan Chi, Zhilan Lu, Fujie Li, Haoyu Zhang, Yunkai Wang, Xinyi Liu, Zhiwu Chen, Zhe Feng, Zhuoran Hu, Zhixue He, Ziwei Li, Chao Shen, Junwen Zhang
  • Opto-Electronic Technology
  • 2026-03-20
  • Multi-dimensional photodetection: from material intrinsic properties and metasurface engineering to silicon photonic integration
  • Wenqi Liu, Zilan Tang, Qingzhao Hua, Liang Liu, Xiaoxia Wang, Anlian Pan
  • Opto-Electronic Technology
  • 2026-03-20
  • Holotomography-driven learning unlocks in-silico staining of single cells in flow cytometry by avoiding fluorescence co-registration
  • Daniele Pirone, Giusy Giugliano, Michela Schiavo, Annalaura Montella, Martina Mugnano, Vincenza Cerbone, Maddalena Raia, Giulia Scalia Ivana Kurelac, Diego Luis Medina, Lisa Miccio Mario Capasso, Achille Iolascon, Pasquale Memmolo, Pietro Ferraro
  • Opto-Electronic Science
  • 2026-02-25
  • Narrow beam and low-sidelobe electro-optic beam steering on thin-film lithium niobate optical phased array
  • Yang Li, Shiyao Deng, Xiao Ma, Ziliang Fang, Shufeng Li Weikang Xu, Fangheng Fu, Xu Ouyang, Yuming Wei, Tiefeng Yang Heyuan Guan, Huihui Lu
  • Opto-Electronic Science
  • 2026-02-25
  • Scene-level passive polarization 3D imaging
  • Xin Wang, Pingli Han, Xiyuan Luo, Qianqian Liu, Tong Zhang, Xue Dong, Meng Xiang, Jinpeng Liu, Yanyan Liu, Fei Liu
  • Opto-Electronic Advances
  • 2026-02-12
  • Modelling-guided inverse design strategy for semitransparent perovskite photovoltaics with customized colors
  • Seok-Beom Seo, Rira Kang, Eun-Joo Lee, So-Yeon Ju, Min Jae Lee, Byunghong Lee, Sun-Kyung Kim
  • Opto-Electronic Advances
  • 2026-02-12
  • A hybrid integrated high-precision tunable semiconductor laser
  • Yiran Zhu, Botao Fu, Zhiwei Fang, Qiyue Hu, Jianping Yu, Yunpeng Song, Yu Ma, Min Wang, Kunpeng Jia, Zhenda Xie, Ya Cheng
  • Opto-Electronic Advances
  • 2026-02-12



  • Encoding physics to learn reaction–diffusion processes                                All-optical controlled-NOT logic gate achieving directional asymmetric transmission based on metasurface doublet
    About
    |
    Contact
    |
    Copyright © PubCard