Equivalent Multi-Camera Model of Focused Plenoptic Camera and Its Application in Structure from Motion

Qingsong Liu; Xiaofang Xie; Xuanzhe Zhang; Yu Tian; Xiaojun Xu

doi:10.3788/AOS202141.0315001

[1] 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).

[2] Sun F S, Han X. Multi-objective fast ranging method based on microlens array light field camera[J]. Acta Optica Sinica, 39, 0815001(2019).

[3] Liu H F, Zhou W, Cai X S et al. Three-dimensional particle tracking velocimetry based on light field imaging[J]. Acta Optica Sinica, 40, 0111014(2020).

[4] Ng R, Levoy M, Bredif M et al. -02[2020-07-21]. http:∥graphics.stanford.edu/papers/lfcamera/lfcamera-150dpi.pdf.(2005).

[5] Ng R, Levoy M, Brédif M et al. Light field photography with a hand-held plenoptic camera[J]. Computer Science Technical Report CSTR, 2, 1-11(2005). http://ci.nii.ac.jp/naid/10025989130

[6] Heinly J, Schönberger J L, Dunn E et al. Reconstructing the world* in six days[C]∥2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 7-12, 2015, Boston, MA, USA., 3287-3295(2015).

[7] Snavely N, Simon I, Goesele M et al. Scene reconstruction and visualization from community photo collections[J]. Proceedings of the IEEE, 98, 1370-1390(2010). http://d.wanfangdata.com.cn/periodical/9ba57d65af36418729dcdf4e69ef75c4

[8] Schöps T, Sattler T, Häne C et al. Large-scale outdoor 3D reconstruction on a mobile device[J]. Computer Vision and Image Understanding, 157, 151-166(2017).

[9] Schönberger J L, Frahm J M. Structure-from-motion revisited[C]∥2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 27-30, 2016, Las Vegas, NV, USA., 4104-4113(2016).

[10] Johannsen O, Sulc A, Goldluecke B. On linear structure from motion for light field cameras[C]∥2015 IEEE International Conference on Computer Vision (ICCV), December 7-13, 2015, Santiago, Chile., 720-728(2015).

[11] Zhang Y L, Yu P H, Yang W et al. Ray space features for plenoptic structure-from-motion[C]∥2017 IEEE International Conference on Computer Vision (ICCV), October 22-29, 2017, Venice, Italy., 4641-4649(2017).

[12] Nousias S, Lourakis M, Bergeles C. Large-scale, metric structure from motion for unordered light fields[C]∥2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 15-20, 2019, Long Beach, CA, USA., 3287-3296(2019).

[13] Zeller N, Quint F, Stilla U. From the calibration of a light-field camera to direct plenoptic odometry[J]. IEEE Journal of Selected Topics in Signal Processing, 11, 1004-1019(2017). http://www.onacademic.com/detail/journal_1000040050601310_b028.html

[14] Lumsdaine A, Georgiev T. The focused plenoptic camera[C]∥2009 IEEE International Conference on Computational Photography (ICCP), April 16-17, 2009, San Francisco, CA, USA., 1-8(2009).

[15] Georgiev T, Lumsdaine A. The multifocus plenoptic camera[J]. Proceedings of SPIE, 8299, 829908(2012).

[16] Bok Y, Jeon H, Kweon I S. Geometric calibration of micro-lens-based light field cameras using line features[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 287-300(2016). http://ieeexplore.ieee.org/document/7432007/references

[17] Stolfi J. Primitives for computational geometry[D]. Stanford: Stanford University, 189-197(1988).

[18] KneipL, FurgaleP. OpenGV: A unified and generalized approach to real-time calibrated geometric vision[C]∥2014 IEEE International Conference on Robotics and Automation (ICRA), May 31 - June 7, 2014, Hong Kong, China. New York: IEEE Press, 2014: 1- 8.

[19] Fischler M A, Bolles R C. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography[J]. Communications of the ACM, 24, 381-395(1981).

[20] Li H, Hartley R, Kim J. A linear approach to motion estimation using generalized camera models[C]∥2008 IEEE Conference on Computer Vision and Pattern Recognition(CVPR), June 23-28, 2008. Anchorage, AK, USA., 1063-6919(2008).

[21] Kneip L, Furgale P, Siegwart R. Using multi-, 3770-3776(2013).

[22] Hartley R I, Sturm P. Triangulation[J]. Computer Vision and Image Understanding, 68, 146-157(1997).

[23] Hartley R, Zisserman A[M]. Multiple view geometry in computer vision(2004).

[24] Liu Q S, Xie X F, Zhang X Z et al. Checkerboard corner detection algorithm for calibration of focused plenoptic camera[J]. Acta Optica Sinica, 40, 1415002(2020).