Infrared and Laser Engineering, Volume. 48, Issue 5, 524001(2019)

Depth estimation based on light field structure characteristic and multiview matching

Fan Xiaoting*, Li Yi, Luo Xiaowei, Zhang Ning, Han Mengxin, and Lei Jianjun
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    References(19)

    [1] [1] Lei J, Li L, Yue H, et al. Depth map super-resolution considering view synthesis quality[J]. IEEE Transactions on Image Processing, 2017, 26(4): 1732-1745.

    [2] [2] Liu Ziwei, Xu Tingfa, Wang Hongqing, et al. Theory and implementation of depth photography[J]. Infrared and Laser Engineering, 2016, 45(7): 0726001. ( in Chinese)

    [3] [3] Lei J, Zhang C, Fang Y, et al. Depth sensation enhancement for multiple virtual view rendering [J]. IEEE Transactions on Multimedia, 2015, 17(4): 457-469.

    [4] [4] Wanner S, Goldluecke B. Globally consistent depth labeling of 4D light fields [C]//IEEE International Conference on Computer Vision and Pattern Recognition, 2012: 1-8.

    [5] [5] Yu Z, Yu J, Lumsdaine A, et al. Plenoptic depth map in the case of occlusions [C]//Proceedings of Mobile Computational Photography, 2013: 8667-8676.

    [6] [6] Yu Z, Guo X, Ling H, et al. Line assisted light field triangulation and stereo matching[C]//IEEE International Conference on Computer Vision, 2013: 2792-2799.

    [7] [7] Kim C, Zimmer H, Pritch Y, et al. Scene reconstruction from high spatio angular resolution light fields [J]. ACM Transactions on Graphics, 2013, 32(4): 1-12.

    [8] [8] Held R T, Cooper E A, Banks M S. Blur and disparity are complementary cues to depth [J]. Current Biology, 2012, 22(5): 426-431.

    [9] [9] Tao M W, Hadap S, Malik J, et al. Depth from combining defocus and correspondence using light-field cameras[C]//IEEE International Conference on Computer Vision, 2013: 673-680.

    [10] [10] Cao Y, Kai R, Jing Z, et al. Fast response aggregation for depth estimation using light field camera[C]//IEEE International Conference on Acoustics, Speech and Signal Processing, 2016: 1636-1640.

    [11] [11] Suzuki T, Takahashi K, Fujii T. Disparity estimation from light fields using sheared EPI analysis[C]//IEEE International Conference on Image Processing, 2016: 1444-1448.

    [12] [12] Li Yigui, Yan Ping, Huang Yuan, et al. Fabrication of PMMA micro lens array based on X-ray moving lithography[J]. Infrared and Laser Engineering, 2016, 45(6): 0620001. (in Chinese)

    [13] [13] Buades A, Facciolo G. Reliable multiscale and multiwindow stereo matching[J]. SIAM Journal on Imaging Sciences, 2015, 8(2): 888-915.

    [14] [14] Brox T, Bruhn A, Papenberg N, et al. High accuracy optical flow estimation based on a theory for warping [C]//European Conference on Computer Vision, 2004: 25-36.

    [15] [15] Boykov Y, Kolmogorov V. An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision [J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2004, 26(9): 1124-1137.

    [16] [16] Wanner S, Goldluecke B. Globally consistent depth labeling of 4D light fields[C]//IEEE International Conference on Computer Vision and Pattern Recognition, 2012: 1-8.

    [17] [17] Jeon H-G, Park J, Choe G, et al. Accurate depth map estimation from a lenslet light field camera [C]//IEEE International Conference on Computer Vision and Pattern Recognition, 2015: 1547-1555.

    [18] [18] Wang T C, Efros A A, Ramamoorthi R. Occlusion-aware depth estimation using light-field cameras[C]// IEEE International Conference on Computer Vision, 2015: 3487-3495.

    [19] [19] Navarro J, Buades A. Reliable light field multiwindow disparity estimation[C]//IEEE International Conference on Image Processing, 2016: 1449-1453.

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    Fan Xiaoting, Li Yi, Luo Xiaowei, Zhang Ning, Han Mengxin, Lei Jianjun. Depth estimation based on light field structure characteristic and multiview matching[J]. Infrared and Laser Engineering, 2019, 48(5): 524001

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    Paper Information

    Received: Dec. 15, 2018

    Accepted: Jan. 20, 2019

    Published Online: Jun. 22, 2019

    The Author Email: Xiaoting Fan (xtfan@tju.edu.cn)

    DOI:10.3788/irla201948.0524001

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