Research on Microscopic Imaging of High Resolution Light Field Based on Graph Regularization

Feifan Yang; Hui Li; Jing Peng; Yuntao Wu

doi:10.3788/AOS202141.0918001

[1] Levoy M, Ng R, Adams A et al. Light field microscopy[J]. ACM Transactions on Graphics, 25, 924-934(2006).

[2] Guo C L, Liu W H, Hua X W et al. Fourier light-field microscopy[J]. Optics Express, 27, 25573-25594(2019).

[3] Stefanoiu A, Page J, Symvoulidis P et al. Artifact-free deconvolution in light field microscopy[J]. Optics Express, 27, 31644-31666(2019). http://www.researchgate.net/publication/336630223_Artifact-free_deconvolution_in_light_field_microscopy

[4] Song X L, Li S, Gu M T et al. Three-dimensional reconstruction of micro-scale flow field based on light field microscopic imaging[J]. Acta Optica Sinica, 39, 1011002(2019).

[5] Fang L, Dai Q H. Computational light field imaging[J]. Acta Optica Sinica, 40, 0111001(2020).

[6] Li H Y, Guo C L, Kim-Holzapfel D et al. Fast, volumetric live-cell imaging using high-resolution light-field microscopy[J]. Biomedical Optics Express, 10, 29-49(2019).

[7] Kim J, Moon S, Jeong Y et al. Dual-dimensional microscopy: real-time in vivo three-dimensional observation method using high-resolution light-field microscopy and light-field display[J]. Journal of Biomedical Optics, 23, 066502(2018). http://proceedings.spiedigitallibrary.org/journals/journal-of-biomedical-optics/volume-23/issue-06/066502/Dual-dimensional-microscopy--real-time-in-vivo-three-dimensional/10.1117/1.JBO.23.6.066502.full

[8] Taylor M A, Nöbauer T, Pernia-Andrade A et al. Brain-wide 3D light-field imaging of neuronal activity with speckle-enhanced resolution[J]. Optica, 5, 345-353(2018). http://www.researchgate.net/publication/324041345_Brain-wide_3D_light-field_imaging_of_neuronal_activity_with_speckle-enhanced_resolution

[9] Chen Z Z, Cai Z W, Liu X L et al. Active method for accurate light field depth computation[J]. Chinese Journal of Lasers, 46, 0704005(2019).

[10] Cohen N, Yang S, Andalman A et al. Enhancing the performance of the light field microscope using wavefront coding[J]. Optics Express, 22, 24817-24839(2014). http://europepmc.org/abstract/med/25322056

[11] Lu Z, Wu J M, Qiao H et al. Phase-space deconvolution for light field microscopy[J]. Optics Express, 27, 18131-18145(2019). http://www.researchgate.net/publication/333760988_Phase-space_deconvolution_for_light_field_microscopy/download

[12] Prevedel R, Yoon Y G, Hoffmann M et al. Simultaneous whole-animal 3D imaging of neuronal activity using light-field microscopy[J]. Nature Methods, 11, 727-730(2014).

[13] Li W, Sun X, Wang Y et al. In vivo quantitative photoacoustic microscopy of gold nanostar kinetics in mouse organs[J]. Biomedical Optics Express, 5, 2679-2685(2014). http://europepmc.org/abstract/MED/25136493

[14] Wu Z Y, Duan F, Zhang J D et al. In vivo dual-scale photoacoustic surveillance and assessment of burn healing[J]. Biomedical Optics Express, 10, 3425-3433(2019). http://www.researchgate.net/publication/333864434_In_vivo_dual-scale_photoacoustic_surveillance_and_assessment_of_burn_healing

[15] Bishop T E, Zanetti S, Favaro P. Light field superresolution[C]∥2009 IEEE International Conference on Computational Photography (ICCP), April 16-17, 2009, San Francisco, CA, USA., 1-9(2009).

[16] Wanner S, Goldluecke B. Spatial and angular variational super-resolution of 4D light fields[M]. Berlin: Springer, 608-621(2012).

[17] Yoon Y, Jeon H G, Yoo D et al. Light-field image super-resolution using convolutional neural network[J]. IEEE Signal Processing Letters, 24, 848-852(2017).

[18] Farrugia R A, Galea C, Guillemot C. Super resolution of light field images using linear subspace projection of patch-volumes[J]. IEEE Journal of Selected Topics in Signal Processing, 11, 1058-1071(2017). http://ieeexplore.ieee.org/document/8022880

[19] Peng J, Li H, Wu Y T. High resolution nonperiodic view extraction algorithm based on light field[J]. Acta Optica Sinica, 40, 0111015(2020).

[20] Zhang B L. Image super-resolution reconstruction algorithm based on adaptive regularization[D]. Nanchang: Nanchang Hangkong University, 6-10(2019).

[21] Rossi M, Frossard P. Geometry-consistent light field super-resolution via graph-based regularization[J]. IEEE Transactions on Image Processing, 27, 4207-4218(2018).

[22] Zhang S, Lin Y F, Sheng H. Residual networks for light field image super-resolution[C]∥2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 15-20, 2019, Long Beach, CA, USA., 11038-11047(2019).