CODED ILLUMINATION AND MULTIPLEXING FOR LENSLESS IMAGING

被引:0
|
作者
Zheng, Yucheng [1 ]
Zhang, Rongjia [1 ]
Asif, M. Salman [1 ]
机构
[1] Univ Calif Riverside, Dept Elect & Comp Engn, Riverside, CA 92521 USA
关键词
lensless imaging; FlatCam; structured illumination; compressive sensing; recursive least squares; RESOLUTION; MICROSCOPY;
D O I
10.1109/icassp40776.2020.9052955
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
Mask-based lensless cameras offer an alternative option to conventional cameras. Compared to conventional cameras, lensless cameras can be extremely thin, flexible, and lightweight. Despite these advantages, the quality of images recovered from the lensless cameras is often poor because of the ill-conditioning of the underlying linear system. In this paper, we propose a new method to address the problem of ill-conditioning by combining coded illumination patterns with the mask-based lensless imaging. We assume that the object is illuminated with multiple binary patterns and the camera acquires a sequence of images for different illumination patterns. We propose a low-complexity, recursive algorithm that avoids storing all the images or creating a large system matrix. We present simulation results on standard test images under various extreme conditions and demonstrate that the quality of the image improves significantly with a small number of illumination patterns.
引用
收藏
页码:9249 / 9253
页数:5
相关论文
共 50 条
  • [31] Single-shot lensless imaging via simultaneous multi-angle LED illumination
    Zhou, You
    Wu, Jiamin
    Suo, Jinli
    Han, Xiaofei
    Zheng, Guoan
    Dai, Qionghai
    [J]. OPTICS EXPRESS, 2018, 26 (17): : 21418 - 21432
  • [32] Compressive hyperspectral microscopic imaging using spectral-coded illumination
    Yang, Ting
    Xu, Zhilong
    Ren, Wenyi
    Feng, Yang
    Wu, Dan
    Zhang, Rui
    Xie, Yingge
    [J]. OPTICS AND LASER TECHNOLOGY, 2023, 166
  • [33] Coded aperture structured illumination digital holographic microscopy for superresolution imaging
    Lai, Xin-Ji
    Tu, Han-Yen
    Lin, Yu-Chih
    Cheng, Chau-Jern
    [J]. OPTICS LETTERS, 2018, 43 (05) : 1143 - 1146
  • [34] Lensless Imaging and Sensing
    Ozcan, Aydogan
    McLeod, Euan
    [J]. ANNUAL REVIEW OF BIOMEDICAL ENGINEERING, VOL 18, 2016, 18 : 77 - 102
  • [35] Lensless electronic imaging
    George, N
    [J]. OPTICS COMMUNICATIONS, 1997, 133 (1-6) : 22 - 26
  • [36] Lensless Multispectral Camera Based on a Coded Aperture Array
    Wang, Jianwei
    Zhao, Yan
    [J]. SENSORS, 2021, 21 (22)
  • [37] Noise-robust coded-illumination imaging with low computational complexity
    Li, Meng
    Bian, Liheng
    Cao, Xianbin
    Zhang, Jun
    [J]. OPTICS EXPRESS, 2019, 27 (10) : 14610 - 14622
  • [38] Deep learning for lensless imaging
    Kim, Hyeonggeon
    Song, Gookho
    You, Jong-in
    Lee, Chanseok
    Jang, Mooseok
    [J]. JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2022, 81 (06) : 570 - 579
  • [39] LENSLESS IMAGING DUE TO BACKSCATTERING
    ROCHON, P
    BISSONNETTE, D
    [J]. NATURE, 1990, 348 (6303) : 708 - 710
  • [40] On the diffraction limit for lensless imaging
    Mielenz, KD
    [J]. JOURNAL OF RESEARCH OF THE NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY, 1999, 104 (05) : 479 - 485