• Acta Optica Sinica
  • Vol. 40, Issue 1, 0111021 (2020)
Qi Wang1、2、3 and Yutian Fu1、2、*
Author Affiliations
  • 1Key Laboratory of Infrared System Detection and Imaging, Chinese Academy of Sciences, Shanghai 200083, China
  • 2Shanghai Institute of Technical Physics, Chinese Academy of Sciences, Shanghai 200083, China
  • 3University of Chinese Academy of Sciences, Beijing 100049, China
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    DOI: 10.3788/AOS202040.0111021 Cite this Article Set citation alerts
    Qi Wang, Yutian Fu. Single-Image Refocusing Using Light Field Synthesis and Circle of Confusion Rendering[J]. Acta Optica Sinica, 2020, 40(1): 0111021 Copy Citation Text show less
    References

    [1] ZhangX, LiC. Calibration and imaging model of light field camera with microlens array[J]. Acta Optica Sinica, 2014, 34( 12): 1211005.

    [2] NgR, LevoyM, BrédifM, et al. Light field photography with a hand-held plenoptic camera[R]. USA: Stanford Tech Report CTSR, 2005.

    [3] WilburnB, JoshiN, VaishV, et al. High performance imaging using large camera arrays[J]. ACM Transactions on Graphics (TOG), 2005, 24( 3): 765- 776.

    [4] McGrawT. Fast bokeh effects using low-rank linear filters[J]. The Visual Computer, 2015, 31( 5): 601- 611.

    [5] ZhangW, Cham WK. Single image focus editing[C]∥2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops, September 27-October 4, 2009, Kyoto, Japan. New York: IEEE, 2009: 1947- 1954.

    [6] Liu DW, NicolescuR, KletteR. Stereo-based bokeh effects for photography[J]. Machine Vision and Applications, 2016, 27( 8): 1325- 1337.

    [7] MildenhallB, Srinivasan PP, Ortiz-CayonR, et al. ( 2019-05-02)[2019-09-01]. https:∥arxiv.xilesou.top/abs/1905. 00889.

    [8] Cayon RO, DjelouahA, DrettakisG. A Bayesian approach for selective image-based rendering using superpixels[C]∥2015 International Conference on 3D Vision, October 19-22, 2015, Lyon, France. New York: IEEE, 2015: 469- 477.

    [9] Li XZ, Yang AL, Qin BL, et al. Monocular camera three dimensional reconstruction based on optical flow feedback[J]. Acta Optica Sinica, 2015, 35( 5): 0515001.

    [10] Kalantari NK, Wang TC, RamamoorthiR. Learning-based view synthesis for light field cameras[J]. ACM Transactions on Graphics, 2016, 35( 6): 193.

    [11] Zhu SP, Qiang XF. Study on monocular vision method used for camera positioning[J]. Acta Optica Sinica, 2001, 21( 3): 339- 343.

    [12] Wang YQ, Yang JG, MoY, et al. Disparity estimation for camera arrays using reliability guided disparity propagation[J]. IEEE Access, 2018, 6: 21840- 21849.

    [13] Srinivasan PP, Wang TZ, SreelalA, et al. Learning to synthesize a 4D RGBD light field from a single image[C]∥2017 IEEE International Conference on Computer Vision (ICCV), October 22-29, 2017, Venice, Italy. New York: IEEE, 2017: 2262- 2270.

    [14] Dansereau DG, GirodB, WetzsteinG. LiFF: light field features in scale and depth[C]∥Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 16-20, 2019, Long Beach, CA, USA. New York: IEEE, 2019: 8042- 8051.

    [15] RerabekM, EbrahimiT. New light field image dataset[C]∥8th International Conference on Quality of Multimedia Experience (QoMEX), June 6-8, 2016, Lisbon, Portugal. Switzerland: EPFL, 2016.

    [16] GodardC, Mac AodhaO, FirmanM, et al. ( 2019-08-17)[2019-09-01]. https:∥arxiv.xilesou.top/abs/1806. 01260.

    [17] Cheng XJ, WangP, Yang RG. Depth estimation via affinity learned with convolutional spatial propagation network[M] ∥Ferrari V, Hebert M, Sminchisescu C, et al. Computer vision-ECCV 2018. Lecture notes in computer science. Cham: Springer, 2018, 11220: 108- 125.

    [18] Jeon HG, ParkJ, ChoeG, et al. Accurate depth map estimation from a lenslet light field camera[C]∥Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), June 7-12, 2015, Boston, USA. New York: IEEE, 2015: 1547- 1555.

    [19] Wang YQ, Yang JG, Guo YL, et al. Selective light field refocusing for camera arrays using bokeh rendering and superresolution[J]. IEEE Signal Processing Letters, 2019, 26( 1): 204- 208.

    Qi Wang, Yutian Fu. Single-Image Refocusing Using Light Field Synthesis and Circle of Confusion Rendering[J]. Acta Optica Sinica, 2020, 40(1): 0111021
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