Abstract

We report a stereoscopic editing method, named as StereoEditor, to achieve controllable stereoscopic display. By taking content-aware, depth-adaptive and object-selective retargeting into account, the resolution, depth and object of stereoscopic input are simultaneously edited to create flexible stereoscopic output. The retargeting semantics from retinal disparity limits, viewing distance, and object’s scaling factors can be adjusted flexibly to achieve particular stereoscopic display, which can be controlled by user’s preference and practical viewing conditions. Compared with previous methods, our method can achieve a better tradeoff among shape preservation, depth control and object layout, leading to promising viewing experience.

© 2017 Optical Society of America under the terms of the OSA Open Access Publishing Agreement

Full Article  |  PDF Article
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  1. F. Gou, H. Chen, M. C. Li, S. L. Lee, and S. T. Wu, “Submillisecond-response liquid crystal for high-resolution virtual reality displays,” Opt. Express 25(7), 7984–7997 (2017).
    [Crossref] [PubMed]
  2. R. F. Tong, Y. Zhang, and K. L. Cheng, “StereoPasting: Interactive composition in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1375–1385 (2013).
    [Crossref] [PubMed]
  3. W. Y. Lo, J. van Baar, C. Knaus, M. Zwicker, and M. H. Gross, “Stereoscopic three-dimensional copy & paste,” ACM Trans. Graph. 29(6), 147 (2010).
    [Crossref]
  4. C. H. Chang, C. K. Liang, and Y. Y. Chuang, “Content-aware display adaptation and interactive editing for stereoscopic images,” IEEE Trans. Multimed. 13(4), 589–601 (2011).
    [Crossref]
  5. M. Lang, A. Hornung, O. Wang, S. Poulakos, A. Smolic, and M. Gross, “Nonlinear disparity mapping for stereoscopic 3D,” ACM Trans. Graph. 29(4), 75 (2010).
    [Crossref]
  6. S. Bhattacharya, R. Sukthankar, and M. Shah, “A holistic approach to aesthetic enhancement of photographs,” ACM Trans. Multimed. Comput. 7S(1), 21 (2011).
  7. B. Li, L. Y. Duan, C. W. Lin, T. Huang, and W. Gao, “Depth-preserving warping for stereo image retargeting,” IEEE Trans. Image Process. 24(9), 2811–2826 (2015).
    [Crossref] [PubMed]
  8. S. S. Lin, C. H. Lin, Y. H. Kuo, and T. Y. Lee, “Consistent volumetric warping using floating boundaries for stereoscopic video retargeting,” IEEE Trans. Circ. Syst. Video Tech. 26(5), 801–813 (2016).
    [Crossref]
  9. F. Shao, W. Lin, W. Lin, Q. Jiang, and G. Jiang, “QoE-guided warping for stereoscopic image retargeting,” IEEE Trans. Image Process. 26(10), 4790–4805 (2017).
    [Crossref] [PubMed]
  10. T. Yan, R. W. H. Lau, Y. Xu, and L. Huang, “Depth mapping for stereoscopic videos,” Int. J. Comput. Vis. 102(1–3), 293–307 (2013).
    [Crossref]
  11. H. Park, H. Lee, and S. Sull, “Efficient viewer-centric depth adjustment based on virtual fronto-parallel planar projection in stereo 3D images,” IEEE Trans. Multimed. 16(2), 326–336 (2014).
    [Crossref]
  12. L. Liu, R. Chen, L. Wolf, and D. Cohen-Or, “Optimizing photo composition,” Comput. Graph. Forum 29(2), 469–478 (2010).
    [Crossref]
  13. X. Li, H. Zhao, H. Huang, L. Xiao, Z. Hu, and J. Shao, “Stereoscopic image recoloring,” J. Electron. Imaging 25(5), 053031 (2016).
    [Crossref]
  14. S. P. Du, S. M. Hu, and R. R. Martin, “Changing perspective in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1288–1297 (2013).
    [Crossref] [PubMed]
  15. M. Sharma and B. Lall, “Content-aware seamless stereoscopic 3D compositing,” in Proc. 2014 Indian Conference on Computer Vision Graphics and Image Processing (2014), pp. 72.
  16. S. J. Luo, Y. T. Sun, I. C. Shen, B. Y. Chen, and Y. Y. Chuang, “Geometrically consistent stereoscopic image editing using patch-based synthesis,” IEEE Trans. Vis. Comput. Graph. 21(1), 56–67 (2015).
    [Crossref] [PubMed]
  17. W. Yan, C. Hou, J. Lei, Y. Fang, Z. Gu, and N. Ling, “Stereoscopic image stitching based on a hybrid warping model,” IEEE Trans. Circ. Syst. Video Tech. 27(9), 1934–1946 (2017).
    [Crossref]
  18. T. D. Basha, Y. Moses, and S. Avidan, “Stereo seam carving A geometrically consistent approach,” IEEE Trans. Pattern Anal. Mach. Intell. 35(10), 2513–2525 (2013).
    [Crossref] [PubMed]
  19. J. Lei, M. Wu, C. Zhang, F. Wu, N. Ling, and C. Hou, “Depth-preserving stereo image retargeting based on pixel fusion,” IEEE Trans. Multimed. 19(7), 1442–1453 (2017).
    [Crossref]
  20. F. Shao, W. Lin, W. Lin, G. Jiang, M. Yu, and R. Fu, “Stereoscopic visual attention guided seam carving for stereoscopic image retargeting,” J. Disp. Technol. 12(1), 22–30 (2016).
    [Crossref]
  21. Y. Niu, F. Liu, W. C. Feng, and H. Jin, “Aesthetics-based stereoscopic photo cropping for heterogeneous displays,” IEEE Trans. Multimed. 14(3), 783–796 (2012).
    [Crossref]
  22. J. Lei, M. Wang, B. Wang, K. Fan, and C. Hou, “Projection-based disparity control for toed-in multiview images,” Opt. Express 22(9), 11192–11204 (2014).
    [Crossref] [PubMed]
  23. J. Lei, C. Zhang, Y. Fang, Z. Gu, N. Ling, and C. Hou, “Depth sensation enhancement for multiple virtual view rendering,” IEEE Trans. Multimed. 17(4), 457–469 (2015).
    [Crossref]
  24. F. Shao, Q. Jiang, R. Fu, M. Yu, and G. Jiang, “Optimizing visual comfort for stereoscopic 3D display based on color-plus-depth signals,” Opt. Express 24(11), 11640–11653 (2016).
    [Crossref] [PubMed]
  25. D. Sun, S. Roth, and M. J. Black, “Secrets of optical flow estimation and their principles,” in Proc. IEEE International Conference on Computer Vision and Pattern Recognition (2010), 2432–2439.
    [Crossref]
  26. Q. Jiang, F. Shao, G. Jiang, M. Yu, Z. Peng, and C. Yu, “A depth perception and visual comfort guided computational model for stereoscopic 3D visual saliency,” Signal Process. Image Commun. 38, 57–69 (2015).
    [Crossref]
  27. R. Cormack and R. Fox, “The computation of disparity and depth in stereograms,” Percept. Psychophys. 38(4), 375–380 (1985).
    [Crossref] [PubMed]
  28. F. L. Kooi and A. Toet, “Visual comfort of binocular and 3D displays,” Displays 25(2), 99–108 (2004).
    [Crossref]
  29. F. L. Zhang, M. Wang, and S. M. Hu, “Aesthetic image enhancement by dependence aware object re-composition,” IEEE Trans. Multimed. 15(7), 1480–1490 (2013).
    [Crossref]
  30. M. Ross, “The 3-D aesthetic: Avatar and hyperhaptic visuality,” Screen 53(4), 381–397 (2014).
    [Crossref]

2017 (4)

F. Gou, H. Chen, M. C. Li, S. L. Lee, and S. T. Wu, “Submillisecond-response liquid crystal for high-resolution virtual reality displays,” Opt. Express 25(7), 7984–7997 (2017).
[Crossref] [PubMed]

F. Shao, W. Lin, W. Lin, Q. Jiang, and G. Jiang, “QoE-guided warping for stereoscopic image retargeting,” IEEE Trans. Image Process. 26(10), 4790–4805 (2017).
[Crossref] [PubMed]

W. Yan, C. Hou, J. Lei, Y. Fang, Z. Gu, and N. Ling, “Stereoscopic image stitching based on a hybrid warping model,” IEEE Trans. Circ. Syst. Video Tech. 27(9), 1934–1946 (2017).
[Crossref]

J. Lei, M. Wu, C. Zhang, F. Wu, N. Ling, and C. Hou, “Depth-preserving stereo image retargeting based on pixel fusion,” IEEE Trans. Multimed. 19(7), 1442–1453 (2017).
[Crossref]

2016 (4)

F. Shao, W. Lin, W. Lin, G. Jiang, M. Yu, and R. Fu, “Stereoscopic visual attention guided seam carving for stereoscopic image retargeting,” J. Disp. Technol. 12(1), 22–30 (2016).
[Crossref]

F. Shao, Q. Jiang, R. Fu, M. Yu, and G. Jiang, “Optimizing visual comfort for stereoscopic 3D display based on color-plus-depth signals,” Opt. Express 24(11), 11640–11653 (2016).
[Crossref] [PubMed]

S. S. Lin, C. H. Lin, Y. H. Kuo, and T. Y. Lee, “Consistent volumetric warping using floating boundaries for stereoscopic video retargeting,” IEEE Trans. Circ. Syst. Video Tech. 26(5), 801–813 (2016).
[Crossref]

X. Li, H. Zhao, H. Huang, L. Xiao, Z. Hu, and J. Shao, “Stereoscopic image recoloring,” J. Electron. Imaging 25(5), 053031 (2016).
[Crossref]

2015 (4)

S. J. Luo, Y. T. Sun, I. C. Shen, B. Y. Chen, and Y. Y. Chuang, “Geometrically consistent stereoscopic image editing using patch-based synthesis,” IEEE Trans. Vis. Comput. Graph. 21(1), 56–67 (2015).
[Crossref] [PubMed]

B. Li, L. Y. Duan, C. W. Lin, T. Huang, and W. Gao, “Depth-preserving warping for stereo image retargeting,” IEEE Trans. Image Process. 24(9), 2811–2826 (2015).
[Crossref] [PubMed]

Q. Jiang, F. Shao, G. Jiang, M. Yu, Z. Peng, and C. Yu, “A depth perception and visual comfort guided computational model for stereoscopic 3D visual saliency,” Signal Process. Image Commun. 38, 57–69 (2015).
[Crossref]

J. Lei, C. Zhang, Y. Fang, Z. Gu, N. Ling, and C. Hou, “Depth sensation enhancement for multiple virtual view rendering,” IEEE Trans. Multimed. 17(4), 457–469 (2015).
[Crossref]

2014 (3)

J. Lei, M. Wang, B. Wang, K. Fan, and C. Hou, “Projection-based disparity control for toed-in multiview images,” Opt. Express 22(9), 11192–11204 (2014).
[Crossref] [PubMed]

M. Ross, “The 3-D aesthetic: Avatar and hyperhaptic visuality,” Screen 53(4), 381–397 (2014).
[Crossref]

H. Park, H. Lee, and S. Sull, “Efficient viewer-centric depth adjustment based on virtual fronto-parallel planar projection in stereo 3D images,” IEEE Trans. Multimed. 16(2), 326–336 (2014).
[Crossref]

2013 (5)

S. P. Du, S. M. Hu, and R. R. Martin, “Changing perspective in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1288–1297 (2013).
[Crossref] [PubMed]

T. D. Basha, Y. Moses, and S. Avidan, “Stereo seam carving A geometrically consistent approach,” IEEE Trans. Pattern Anal. Mach. Intell. 35(10), 2513–2525 (2013).
[Crossref] [PubMed]

T. Yan, R. W. H. Lau, Y. Xu, and L. Huang, “Depth mapping for stereoscopic videos,” Int. J. Comput. Vis. 102(1–3), 293–307 (2013).
[Crossref]

R. F. Tong, Y. Zhang, and K. L. Cheng, “StereoPasting: Interactive composition in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1375–1385 (2013).
[Crossref] [PubMed]

F. L. Zhang, M. Wang, and S. M. Hu, “Aesthetic image enhancement by dependence aware object re-composition,” IEEE Trans. Multimed. 15(7), 1480–1490 (2013).
[Crossref]

2012 (1)

Y. Niu, F. Liu, W. C. Feng, and H. Jin, “Aesthetics-based stereoscopic photo cropping for heterogeneous displays,” IEEE Trans. Multimed. 14(3), 783–796 (2012).
[Crossref]

2011 (2)

C. H. Chang, C. K. Liang, and Y. Y. Chuang, “Content-aware display adaptation and interactive editing for stereoscopic images,” IEEE Trans. Multimed. 13(4), 589–601 (2011).
[Crossref]

S. Bhattacharya, R. Sukthankar, and M. Shah, “A holistic approach to aesthetic enhancement of photographs,” ACM Trans. Multimed. Comput. 7S(1), 21 (2011).

2010 (3)

M. Lang, A. Hornung, O. Wang, S. Poulakos, A. Smolic, and M. Gross, “Nonlinear disparity mapping for stereoscopic 3D,” ACM Trans. Graph. 29(4), 75 (2010).
[Crossref]

W. Y. Lo, J. van Baar, C. Knaus, M. Zwicker, and M. H. Gross, “Stereoscopic three-dimensional copy & paste,” ACM Trans. Graph. 29(6), 147 (2010).
[Crossref]

L. Liu, R. Chen, L. Wolf, and D. Cohen-Or, “Optimizing photo composition,” Comput. Graph. Forum 29(2), 469–478 (2010).
[Crossref]

2004 (1)

F. L. Kooi and A. Toet, “Visual comfort of binocular and 3D displays,” Displays 25(2), 99–108 (2004).
[Crossref]

1985 (1)

R. Cormack and R. Fox, “The computation of disparity and depth in stereograms,” Percept. Psychophys. 38(4), 375–380 (1985).
[Crossref] [PubMed]

Avidan, S.

T. D. Basha, Y. Moses, and S. Avidan, “Stereo seam carving A geometrically consistent approach,” IEEE Trans. Pattern Anal. Mach. Intell. 35(10), 2513–2525 (2013).
[Crossref] [PubMed]

Basha, T. D.

T. D. Basha, Y. Moses, and S. Avidan, “Stereo seam carving A geometrically consistent approach,” IEEE Trans. Pattern Anal. Mach. Intell. 35(10), 2513–2525 (2013).
[Crossref] [PubMed]

Bhattacharya, S.

S. Bhattacharya, R. Sukthankar, and M. Shah, “A holistic approach to aesthetic enhancement of photographs,” ACM Trans. Multimed. Comput. 7S(1), 21 (2011).

Black, M. J.

D. Sun, S. Roth, and M. J. Black, “Secrets of optical flow estimation and their principles,” in Proc. IEEE International Conference on Computer Vision and Pattern Recognition (2010), 2432–2439.
[Crossref]

Chang, C. H.

C. H. Chang, C. K. Liang, and Y. Y. Chuang, “Content-aware display adaptation and interactive editing for stereoscopic images,” IEEE Trans. Multimed. 13(4), 589–601 (2011).
[Crossref]

Chen, B. Y.

S. J. Luo, Y. T. Sun, I. C. Shen, B. Y. Chen, and Y. Y. Chuang, “Geometrically consistent stereoscopic image editing using patch-based synthesis,” IEEE Trans. Vis. Comput. Graph. 21(1), 56–67 (2015).
[Crossref] [PubMed]

Chen, H.

Chen, R.

L. Liu, R. Chen, L. Wolf, and D. Cohen-Or, “Optimizing photo composition,” Comput. Graph. Forum 29(2), 469–478 (2010).
[Crossref]

Cheng, K. L.

R. F. Tong, Y. Zhang, and K. L. Cheng, “StereoPasting: Interactive composition in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1375–1385 (2013).
[Crossref] [PubMed]

Chuang, Y. Y.

S. J. Luo, Y. T. Sun, I. C. Shen, B. Y. Chen, and Y. Y. Chuang, “Geometrically consistent stereoscopic image editing using patch-based synthesis,” IEEE Trans. Vis. Comput. Graph. 21(1), 56–67 (2015).
[Crossref] [PubMed]

C. H. Chang, C. K. Liang, and Y. Y. Chuang, “Content-aware display adaptation and interactive editing for stereoscopic images,” IEEE Trans. Multimed. 13(4), 589–601 (2011).
[Crossref]

Cohen-Or, D.

L. Liu, R. Chen, L. Wolf, and D. Cohen-Or, “Optimizing photo composition,” Comput. Graph. Forum 29(2), 469–478 (2010).
[Crossref]

Cormack, R.

R. Cormack and R. Fox, “The computation of disparity and depth in stereograms,” Percept. Psychophys. 38(4), 375–380 (1985).
[Crossref] [PubMed]

Du, S. P.

S. P. Du, S. M. Hu, and R. R. Martin, “Changing perspective in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1288–1297 (2013).
[Crossref] [PubMed]

Duan, L. Y.

B. Li, L. Y. Duan, C. W. Lin, T. Huang, and W. Gao, “Depth-preserving warping for stereo image retargeting,” IEEE Trans. Image Process. 24(9), 2811–2826 (2015).
[Crossref] [PubMed]

Fan, K.

Fang, Y.

W. Yan, C. Hou, J. Lei, Y. Fang, Z. Gu, and N. Ling, “Stereoscopic image stitching based on a hybrid warping model,” IEEE Trans. Circ. Syst. Video Tech. 27(9), 1934–1946 (2017).
[Crossref]

J. Lei, C. Zhang, Y. Fang, Z. Gu, N. Ling, and C. Hou, “Depth sensation enhancement for multiple virtual view rendering,” IEEE Trans. Multimed. 17(4), 457–469 (2015).
[Crossref]

Feng, W. C.

Y. Niu, F. Liu, W. C. Feng, and H. Jin, “Aesthetics-based stereoscopic photo cropping for heterogeneous displays,” IEEE Trans. Multimed. 14(3), 783–796 (2012).
[Crossref]

Fox, R.

R. Cormack and R. Fox, “The computation of disparity and depth in stereograms,” Percept. Psychophys. 38(4), 375–380 (1985).
[Crossref] [PubMed]

Fu, R.

F. Shao, Q. Jiang, R. Fu, M. Yu, and G. Jiang, “Optimizing visual comfort for stereoscopic 3D display based on color-plus-depth signals,” Opt. Express 24(11), 11640–11653 (2016).
[Crossref] [PubMed]

F. Shao, W. Lin, W. Lin, G. Jiang, M. Yu, and R. Fu, “Stereoscopic visual attention guided seam carving for stereoscopic image retargeting,” J. Disp. Technol. 12(1), 22–30 (2016).
[Crossref]

Gao, W.

B. Li, L. Y. Duan, C. W. Lin, T. Huang, and W. Gao, “Depth-preserving warping for stereo image retargeting,” IEEE Trans. Image Process. 24(9), 2811–2826 (2015).
[Crossref] [PubMed]

Gou, F.

Gross, M.

M. Lang, A. Hornung, O. Wang, S. Poulakos, A. Smolic, and M. Gross, “Nonlinear disparity mapping for stereoscopic 3D,” ACM Trans. Graph. 29(4), 75 (2010).
[Crossref]

Gross, M. H.

W. Y. Lo, J. van Baar, C. Knaus, M. Zwicker, and M. H. Gross, “Stereoscopic three-dimensional copy & paste,” ACM Trans. Graph. 29(6), 147 (2010).
[Crossref]

Gu, Z.

W. Yan, C. Hou, J. Lei, Y. Fang, Z. Gu, and N. Ling, “Stereoscopic image stitching based on a hybrid warping model,” IEEE Trans. Circ. Syst. Video Tech. 27(9), 1934–1946 (2017).
[Crossref]

J. Lei, C. Zhang, Y. Fang, Z. Gu, N. Ling, and C. Hou, “Depth sensation enhancement for multiple virtual view rendering,” IEEE Trans. Multimed. 17(4), 457–469 (2015).
[Crossref]

Hornung, A.

M. Lang, A. Hornung, O. Wang, S. Poulakos, A. Smolic, and M. Gross, “Nonlinear disparity mapping for stereoscopic 3D,” ACM Trans. Graph. 29(4), 75 (2010).
[Crossref]

Hou, C.

W. Yan, C. Hou, J. Lei, Y. Fang, Z. Gu, and N. Ling, “Stereoscopic image stitching based on a hybrid warping model,” IEEE Trans. Circ. Syst. Video Tech. 27(9), 1934–1946 (2017).
[Crossref]

J. Lei, M. Wu, C. Zhang, F. Wu, N. Ling, and C. Hou, “Depth-preserving stereo image retargeting based on pixel fusion,” IEEE Trans. Multimed. 19(7), 1442–1453 (2017).
[Crossref]

J. Lei, C. Zhang, Y. Fang, Z. Gu, N. Ling, and C. Hou, “Depth sensation enhancement for multiple virtual view rendering,” IEEE Trans. Multimed. 17(4), 457–469 (2015).
[Crossref]

J. Lei, M. Wang, B. Wang, K. Fan, and C. Hou, “Projection-based disparity control for toed-in multiview images,” Opt. Express 22(9), 11192–11204 (2014).
[Crossref] [PubMed]

Hu, S. M.

F. L. Zhang, M. Wang, and S. M. Hu, “Aesthetic image enhancement by dependence aware object re-composition,” IEEE Trans. Multimed. 15(7), 1480–1490 (2013).
[Crossref]

S. P. Du, S. M. Hu, and R. R. Martin, “Changing perspective in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1288–1297 (2013).
[Crossref] [PubMed]

Hu, Z.

X. Li, H. Zhao, H. Huang, L. Xiao, Z. Hu, and J. Shao, “Stereoscopic image recoloring,” J. Electron. Imaging 25(5), 053031 (2016).
[Crossref]

Huang, H.

X. Li, H. Zhao, H. Huang, L. Xiao, Z. Hu, and J. Shao, “Stereoscopic image recoloring,” J. Electron. Imaging 25(5), 053031 (2016).
[Crossref]

Huang, L.

T. Yan, R. W. H. Lau, Y. Xu, and L. Huang, “Depth mapping for stereoscopic videos,” Int. J. Comput. Vis. 102(1–3), 293–307 (2013).
[Crossref]

Huang, T.

B. Li, L. Y. Duan, C. W. Lin, T. Huang, and W. Gao, “Depth-preserving warping for stereo image retargeting,” IEEE Trans. Image Process. 24(9), 2811–2826 (2015).
[Crossref] [PubMed]

Jiang, G.

F. Shao, W. Lin, W. Lin, Q. Jiang, and G. Jiang, “QoE-guided warping for stereoscopic image retargeting,” IEEE Trans. Image Process. 26(10), 4790–4805 (2017).
[Crossref] [PubMed]

F. Shao, Q. Jiang, R. Fu, M. Yu, and G. Jiang, “Optimizing visual comfort for stereoscopic 3D display based on color-plus-depth signals,” Opt. Express 24(11), 11640–11653 (2016).
[Crossref] [PubMed]

F. Shao, W. Lin, W. Lin, G. Jiang, M. Yu, and R. Fu, “Stereoscopic visual attention guided seam carving for stereoscopic image retargeting,” J. Disp. Technol. 12(1), 22–30 (2016).
[Crossref]

Q. Jiang, F. Shao, G. Jiang, M. Yu, Z. Peng, and C. Yu, “A depth perception and visual comfort guided computational model for stereoscopic 3D visual saliency,” Signal Process. Image Commun. 38, 57–69 (2015).
[Crossref]

Jiang, Q.

F. Shao, W. Lin, W. Lin, Q. Jiang, and G. Jiang, “QoE-guided warping for stereoscopic image retargeting,” IEEE Trans. Image Process. 26(10), 4790–4805 (2017).
[Crossref] [PubMed]

F. Shao, Q. Jiang, R. Fu, M. Yu, and G. Jiang, “Optimizing visual comfort for stereoscopic 3D display based on color-plus-depth signals,” Opt. Express 24(11), 11640–11653 (2016).
[Crossref] [PubMed]

Q. Jiang, F. Shao, G. Jiang, M. Yu, Z. Peng, and C. Yu, “A depth perception and visual comfort guided computational model for stereoscopic 3D visual saliency,” Signal Process. Image Commun. 38, 57–69 (2015).
[Crossref]

Jin, H.

Y. Niu, F. Liu, W. C. Feng, and H. Jin, “Aesthetics-based stereoscopic photo cropping for heterogeneous displays,” IEEE Trans. Multimed. 14(3), 783–796 (2012).
[Crossref]

Knaus, C.

W. Y. Lo, J. van Baar, C. Knaus, M. Zwicker, and M. H. Gross, “Stereoscopic three-dimensional copy & paste,” ACM Trans. Graph. 29(6), 147 (2010).
[Crossref]

Kooi, F. L.

F. L. Kooi and A. Toet, “Visual comfort of binocular and 3D displays,” Displays 25(2), 99–108 (2004).
[Crossref]

Kuo, Y. H.

S. S. Lin, C. H. Lin, Y. H. Kuo, and T. Y. Lee, “Consistent volumetric warping using floating boundaries for stereoscopic video retargeting,” IEEE Trans. Circ. Syst. Video Tech. 26(5), 801–813 (2016).
[Crossref]

Lall, B.

M. Sharma and B. Lall, “Content-aware seamless stereoscopic 3D compositing,” in Proc. 2014 Indian Conference on Computer Vision Graphics and Image Processing (2014), pp. 72.

Lang, M.

M. Lang, A. Hornung, O. Wang, S. Poulakos, A. Smolic, and M. Gross, “Nonlinear disparity mapping for stereoscopic 3D,” ACM Trans. Graph. 29(4), 75 (2010).
[Crossref]

Lau, R. W. H.

T. Yan, R. W. H. Lau, Y. Xu, and L. Huang, “Depth mapping for stereoscopic videos,” Int. J. Comput. Vis. 102(1–3), 293–307 (2013).
[Crossref]

Lee, H.

H. Park, H. Lee, and S. Sull, “Efficient viewer-centric depth adjustment based on virtual fronto-parallel planar projection in stereo 3D images,” IEEE Trans. Multimed. 16(2), 326–336 (2014).
[Crossref]

Lee, S. L.

Lee, T. Y.

S. S. Lin, C. H. Lin, Y. H. Kuo, and T. Y. Lee, “Consistent volumetric warping using floating boundaries for stereoscopic video retargeting,” IEEE Trans. Circ. Syst. Video Tech. 26(5), 801–813 (2016).
[Crossref]

Lei, J.

W. Yan, C. Hou, J. Lei, Y. Fang, Z. Gu, and N. Ling, “Stereoscopic image stitching based on a hybrid warping model,” IEEE Trans. Circ. Syst. Video Tech. 27(9), 1934–1946 (2017).
[Crossref]

J. Lei, M. Wu, C. Zhang, F. Wu, N. Ling, and C. Hou, “Depth-preserving stereo image retargeting based on pixel fusion,” IEEE Trans. Multimed. 19(7), 1442–1453 (2017).
[Crossref]

J. Lei, C. Zhang, Y. Fang, Z. Gu, N. Ling, and C. Hou, “Depth sensation enhancement for multiple virtual view rendering,” IEEE Trans. Multimed. 17(4), 457–469 (2015).
[Crossref]

J. Lei, M. Wang, B. Wang, K. Fan, and C. Hou, “Projection-based disparity control for toed-in multiview images,” Opt. Express 22(9), 11192–11204 (2014).
[Crossref] [PubMed]

Li, B.

B. Li, L. Y. Duan, C. W. Lin, T. Huang, and W. Gao, “Depth-preserving warping for stereo image retargeting,” IEEE Trans. Image Process. 24(9), 2811–2826 (2015).
[Crossref] [PubMed]

Li, M. C.

Li, X.

X. Li, H. Zhao, H. Huang, L. Xiao, Z. Hu, and J. Shao, “Stereoscopic image recoloring,” J. Electron. Imaging 25(5), 053031 (2016).
[Crossref]

Liang, C. K.

C. H. Chang, C. K. Liang, and Y. Y. Chuang, “Content-aware display adaptation and interactive editing for stereoscopic images,” IEEE Trans. Multimed. 13(4), 589–601 (2011).
[Crossref]

Lin, C. H.

S. S. Lin, C. H. Lin, Y. H. Kuo, and T. Y. Lee, “Consistent volumetric warping using floating boundaries for stereoscopic video retargeting,” IEEE Trans. Circ. Syst. Video Tech. 26(5), 801–813 (2016).
[Crossref]

Lin, C. W.

B. Li, L. Y. Duan, C. W. Lin, T. Huang, and W. Gao, “Depth-preserving warping for stereo image retargeting,” IEEE Trans. Image Process. 24(9), 2811–2826 (2015).
[Crossref] [PubMed]

Lin, S. S.

S. S. Lin, C. H. Lin, Y. H. Kuo, and T. Y. Lee, “Consistent volumetric warping using floating boundaries for stereoscopic video retargeting,” IEEE Trans. Circ. Syst. Video Tech. 26(5), 801–813 (2016).
[Crossref]

Lin, W.

F. Shao, W. Lin, W. Lin, Q. Jiang, and G. Jiang, “QoE-guided warping for stereoscopic image retargeting,” IEEE Trans. Image Process. 26(10), 4790–4805 (2017).
[Crossref] [PubMed]

F. Shao, W. Lin, W. Lin, Q. Jiang, and G. Jiang, “QoE-guided warping for stereoscopic image retargeting,” IEEE Trans. Image Process. 26(10), 4790–4805 (2017).
[Crossref] [PubMed]

F. Shao, W. Lin, W. Lin, G. Jiang, M. Yu, and R. Fu, “Stereoscopic visual attention guided seam carving for stereoscopic image retargeting,” J. Disp. Technol. 12(1), 22–30 (2016).
[Crossref]

F. Shao, W. Lin, W. Lin, G. Jiang, M. Yu, and R. Fu, “Stereoscopic visual attention guided seam carving for stereoscopic image retargeting,” J. Disp. Technol. 12(1), 22–30 (2016).
[Crossref]

Ling, N.

J. Lei, M. Wu, C. Zhang, F. Wu, N. Ling, and C. Hou, “Depth-preserving stereo image retargeting based on pixel fusion,” IEEE Trans. Multimed. 19(7), 1442–1453 (2017).
[Crossref]

W. Yan, C. Hou, J. Lei, Y. Fang, Z. Gu, and N. Ling, “Stereoscopic image stitching based on a hybrid warping model,” IEEE Trans. Circ. Syst. Video Tech. 27(9), 1934–1946 (2017).
[Crossref]

J. Lei, C. Zhang, Y. Fang, Z. Gu, N. Ling, and C. Hou, “Depth sensation enhancement for multiple virtual view rendering,” IEEE Trans. Multimed. 17(4), 457–469 (2015).
[Crossref]

Liu, F.

Y. Niu, F. Liu, W. C. Feng, and H. Jin, “Aesthetics-based stereoscopic photo cropping for heterogeneous displays,” IEEE Trans. Multimed. 14(3), 783–796 (2012).
[Crossref]

Liu, L.

L. Liu, R. Chen, L. Wolf, and D. Cohen-Or, “Optimizing photo composition,” Comput. Graph. Forum 29(2), 469–478 (2010).
[Crossref]

Lo, W. Y.

W. Y. Lo, J. van Baar, C. Knaus, M. Zwicker, and M. H. Gross, “Stereoscopic three-dimensional copy & paste,” ACM Trans. Graph. 29(6), 147 (2010).
[Crossref]

Luo, S. J.

S. J. Luo, Y. T. Sun, I. C. Shen, B. Y. Chen, and Y. Y. Chuang, “Geometrically consistent stereoscopic image editing using patch-based synthesis,” IEEE Trans. Vis. Comput. Graph. 21(1), 56–67 (2015).
[Crossref] [PubMed]

Martin, R. R.

S. P. Du, S. M. Hu, and R. R. Martin, “Changing perspective in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1288–1297 (2013).
[Crossref] [PubMed]

Moses, Y.

T. D. Basha, Y. Moses, and S. Avidan, “Stereo seam carving A geometrically consistent approach,” IEEE Trans. Pattern Anal. Mach. Intell. 35(10), 2513–2525 (2013).
[Crossref] [PubMed]

Niu, Y.

Y. Niu, F. Liu, W. C. Feng, and H. Jin, “Aesthetics-based stereoscopic photo cropping for heterogeneous displays,” IEEE Trans. Multimed. 14(3), 783–796 (2012).
[Crossref]

Park, H.

H. Park, H. Lee, and S. Sull, “Efficient viewer-centric depth adjustment based on virtual fronto-parallel planar projection in stereo 3D images,” IEEE Trans. Multimed. 16(2), 326–336 (2014).
[Crossref]

Peng, Z.

Q. Jiang, F. Shao, G. Jiang, M. Yu, Z. Peng, and C. Yu, “A depth perception and visual comfort guided computational model for stereoscopic 3D visual saliency,” Signal Process. Image Commun. 38, 57–69 (2015).
[Crossref]

Poulakos, S.

M. Lang, A. Hornung, O. Wang, S. Poulakos, A. Smolic, and M. Gross, “Nonlinear disparity mapping for stereoscopic 3D,” ACM Trans. Graph. 29(4), 75 (2010).
[Crossref]

Ross, M.

M. Ross, “The 3-D aesthetic: Avatar and hyperhaptic visuality,” Screen 53(4), 381–397 (2014).
[Crossref]

Roth, S.

D. Sun, S. Roth, and M. J. Black, “Secrets of optical flow estimation and their principles,” in Proc. IEEE International Conference on Computer Vision and Pattern Recognition (2010), 2432–2439.
[Crossref]

Shah, M.

S. Bhattacharya, R. Sukthankar, and M. Shah, “A holistic approach to aesthetic enhancement of photographs,” ACM Trans. Multimed. Comput. 7S(1), 21 (2011).

Shao, F.

F. Shao, W. Lin, W. Lin, Q. Jiang, and G. Jiang, “QoE-guided warping for stereoscopic image retargeting,” IEEE Trans. Image Process. 26(10), 4790–4805 (2017).
[Crossref] [PubMed]

F. Shao, Q. Jiang, R. Fu, M. Yu, and G. Jiang, “Optimizing visual comfort for stereoscopic 3D display based on color-plus-depth signals,” Opt. Express 24(11), 11640–11653 (2016).
[Crossref] [PubMed]

F. Shao, W. Lin, W. Lin, G. Jiang, M. Yu, and R. Fu, “Stereoscopic visual attention guided seam carving for stereoscopic image retargeting,” J. Disp. Technol. 12(1), 22–30 (2016).
[Crossref]

Q. Jiang, F. Shao, G. Jiang, M. Yu, Z. Peng, and C. Yu, “A depth perception and visual comfort guided computational model for stereoscopic 3D visual saliency,” Signal Process. Image Commun. 38, 57–69 (2015).
[Crossref]

Shao, J.

X. Li, H. Zhao, H. Huang, L. Xiao, Z. Hu, and J. Shao, “Stereoscopic image recoloring,” J. Electron. Imaging 25(5), 053031 (2016).
[Crossref]

Sharma, M.

M. Sharma and B. Lall, “Content-aware seamless stereoscopic 3D compositing,” in Proc. 2014 Indian Conference on Computer Vision Graphics and Image Processing (2014), pp. 72.

Shen, I. C.

S. J. Luo, Y. T. Sun, I. C. Shen, B. Y. Chen, and Y. Y. Chuang, “Geometrically consistent stereoscopic image editing using patch-based synthesis,” IEEE Trans. Vis. Comput. Graph. 21(1), 56–67 (2015).
[Crossref] [PubMed]

Smolic, A.

M. Lang, A. Hornung, O. Wang, S. Poulakos, A. Smolic, and M. Gross, “Nonlinear disparity mapping for stereoscopic 3D,” ACM Trans. Graph. 29(4), 75 (2010).
[Crossref]

Sukthankar, R.

S. Bhattacharya, R. Sukthankar, and M. Shah, “A holistic approach to aesthetic enhancement of photographs,” ACM Trans. Multimed. Comput. 7S(1), 21 (2011).

Sull, S.

H. Park, H. Lee, and S. Sull, “Efficient viewer-centric depth adjustment based on virtual fronto-parallel planar projection in stereo 3D images,” IEEE Trans. Multimed. 16(2), 326–336 (2014).
[Crossref]

Sun, D.

D. Sun, S. Roth, and M. J. Black, “Secrets of optical flow estimation and their principles,” in Proc. IEEE International Conference on Computer Vision and Pattern Recognition (2010), 2432–2439.
[Crossref]

Sun, Y. T.

S. J. Luo, Y. T. Sun, I. C. Shen, B. Y. Chen, and Y. Y. Chuang, “Geometrically consistent stereoscopic image editing using patch-based synthesis,” IEEE Trans. Vis. Comput. Graph. 21(1), 56–67 (2015).
[Crossref] [PubMed]

Toet, A.

F. L. Kooi and A. Toet, “Visual comfort of binocular and 3D displays,” Displays 25(2), 99–108 (2004).
[Crossref]

Tong, R. F.

R. F. Tong, Y. Zhang, and K. L. Cheng, “StereoPasting: Interactive composition in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1375–1385 (2013).
[Crossref] [PubMed]

van Baar, J.

W. Y. Lo, J. van Baar, C. Knaus, M. Zwicker, and M. H. Gross, “Stereoscopic three-dimensional copy & paste,” ACM Trans. Graph. 29(6), 147 (2010).
[Crossref]

Wang, B.

Wang, M.

J. Lei, M. Wang, B. Wang, K. Fan, and C. Hou, “Projection-based disparity control for toed-in multiview images,” Opt. Express 22(9), 11192–11204 (2014).
[Crossref] [PubMed]

F. L. Zhang, M. Wang, and S. M. Hu, “Aesthetic image enhancement by dependence aware object re-composition,” IEEE Trans. Multimed. 15(7), 1480–1490 (2013).
[Crossref]

Wang, O.

M. Lang, A. Hornung, O. Wang, S. Poulakos, A. Smolic, and M. Gross, “Nonlinear disparity mapping for stereoscopic 3D,” ACM Trans. Graph. 29(4), 75 (2010).
[Crossref]

Wolf, L.

L. Liu, R. Chen, L. Wolf, and D. Cohen-Or, “Optimizing photo composition,” Comput. Graph. Forum 29(2), 469–478 (2010).
[Crossref]

Wu, F.

J. Lei, M. Wu, C. Zhang, F. Wu, N. Ling, and C. Hou, “Depth-preserving stereo image retargeting based on pixel fusion,” IEEE Trans. Multimed. 19(7), 1442–1453 (2017).
[Crossref]

Wu, M.

J. Lei, M. Wu, C. Zhang, F. Wu, N. Ling, and C. Hou, “Depth-preserving stereo image retargeting based on pixel fusion,” IEEE Trans. Multimed. 19(7), 1442–1453 (2017).
[Crossref]

Wu, S. T.

Xiao, L.

X. Li, H. Zhao, H. Huang, L. Xiao, Z. Hu, and J. Shao, “Stereoscopic image recoloring,” J. Electron. Imaging 25(5), 053031 (2016).
[Crossref]

Xu, Y.

T. Yan, R. W. H. Lau, Y. Xu, and L. Huang, “Depth mapping for stereoscopic videos,” Int. J. Comput. Vis. 102(1–3), 293–307 (2013).
[Crossref]

Yan, T.

T. Yan, R. W. H. Lau, Y. Xu, and L. Huang, “Depth mapping for stereoscopic videos,” Int. J. Comput. Vis. 102(1–3), 293–307 (2013).
[Crossref]

Yan, W.

W. Yan, C. Hou, J. Lei, Y. Fang, Z. Gu, and N. Ling, “Stereoscopic image stitching based on a hybrid warping model,” IEEE Trans. Circ. Syst. Video Tech. 27(9), 1934–1946 (2017).
[Crossref]

Yu, C.

Q. Jiang, F. Shao, G. Jiang, M. Yu, Z. Peng, and C. Yu, “A depth perception and visual comfort guided computational model for stereoscopic 3D visual saliency,” Signal Process. Image Commun. 38, 57–69 (2015).
[Crossref]

Yu, M.

F. Shao, Q. Jiang, R. Fu, M. Yu, and G. Jiang, “Optimizing visual comfort for stereoscopic 3D display based on color-plus-depth signals,” Opt. Express 24(11), 11640–11653 (2016).
[Crossref] [PubMed]

F. Shao, W. Lin, W. Lin, G. Jiang, M. Yu, and R. Fu, “Stereoscopic visual attention guided seam carving for stereoscopic image retargeting,” J. Disp. Technol. 12(1), 22–30 (2016).
[Crossref]

Q. Jiang, F. Shao, G. Jiang, M. Yu, Z. Peng, and C. Yu, “A depth perception and visual comfort guided computational model for stereoscopic 3D visual saliency,” Signal Process. Image Commun. 38, 57–69 (2015).
[Crossref]

Zhang, C.

J. Lei, M. Wu, C. Zhang, F. Wu, N. Ling, and C. Hou, “Depth-preserving stereo image retargeting based on pixel fusion,” IEEE Trans. Multimed. 19(7), 1442–1453 (2017).
[Crossref]

J. Lei, C. Zhang, Y. Fang, Z. Gu, N. Ling, and C. Hou, “Depth sensation enhancement for multiple virtual view rendering,” IEEE Trans. Multimed. 17(4), 457–469 (2015).
[Crossref]

Zhang, F. L.

F. L. Zhang, M. Wang, and S. M. Hu, “Aesthetic image enhancement by dependence aware object re-composition,” IEEE Trans. Multimed. 15(7), 1480–1490 (2013).
[Crossref]

Zhang, Y.

R. F. Tong, Y. Zhang, and K. L. Cheng, “StereoPasting: Interactive composition in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1375–1385 (2013).
[Crossref] [PubMed]

Zhao, H.

X. Li, H. Zhao, H. Huang, L. Xiao, Z. Hu, and J. Shao, “Stereoscopic image recoloring,” J. Electron. Imaging 25(5), 053031 (2016).
[Crossref]

Zwicker, M.

W. Y. Lo, J. van Baar, C. Knaus, M. Zwicker, and M. H. Gross, “Stereoscopic three-dimensional copy & paste,” ACM Trans. Graph. 29(6), 147 (2010).
[Crossref]

ACM Trans. Graph. (2)

W. Y. Lo, J. van Baar, C. Knaus, M. Zwicker, and M. H. Gross, “Stereoscopic three-dimensional copy & paste,” ACM Trans. Graph. 29(6), 147 (2010).
[Crossref]

M. Lang, A. Hornung, O. Wang, S. Poulakos, A. Smolic, and M. Gross, “Nonlinear disparity mapping for stereoscopic 3D,” ACM Trans. Graph. 29(4), 75 (2010).
[Crossref]

ACM Trans. Multimed. Comput. (1)

S. Bhattacharya, R. Sukthankar, and M. Shah, “A holistic approach to aesthetic enhancement of photographs,” ACM Trans. Multimed. Comput. 7S(1), 21 (2011).

Comput. Graph. Forum (1)

L. Liu, R. Chen, L. Wolf, and D. Cohen-Or, “Optimizing photo composition,” Comput. Graph. Forum 29(2), 469–478 (2010).
[Crossref]

Displays (1)

F. L. Kooi and A. Toet, “Visual comfort of binocular and 3D displays,” Displays 25(2), 99–108 (2004).
[Crossref]

IEEE Trans. Circ. Syst. Video Tech. (2)

W. Yan, C. Hou, J. Lei, Y. Fang, Z. Gu, and N. Ling, “Stereoscopic image stitching based on a hybrid warping model,” IEEE Trans. Circ. Syst. Video Tech. 27(9), 1934–1946 (2017).
[Crossref]

S. S. Lin, C. H. Lin, Y. H. Kuo, and T. Y. Lee, “Consistent volumetric warping using floating boundaries for stereoscopic video retargeting,” IEEE Trans. Circ. Syst. Video Tech. 26(5), 801–813 (2016).
[Crossref]

IEEE Trans. Image Process. (2)

F. Shao, W. Lin, W. Lin, Q. Jiang, and G. Jiang, “QoE-guided warping for stereoscopic image retargeting,” IEEE Trans. Image Process. 26(10), 4790–4805 (2017).
[Crossref] [PubMed]

B. Li, L. Y. Duan, C. W. Lin, T. Huang, and W. Gao, “Depth-preserving warping for stereo image retargeting,” IEEE Trans. Image Process. 24(9), 2811–2826 (2015).
[Crossref] [PubMed]

IEEE Trans. Multimed. (6)

C. H. Chang, C. K. Liang, and Y. Y. Chuang, “Content-aware display adaptation and interactive editing for stereoscopic images,” IEEE Trans. Multimed. 13(4), 589–601 (2011).
[Crossref]

H. Park, H. Lee, and S. Sull, “Efficient viewer-centric depth adjustment based on virtual fronto-parallel planar projection in stereo 3D images,” IEEE Trans. Multimed. 16(2), 326–336 (2014).
[Crossref]

F. L. Zhang, M. Wang, and S. M. Hu, “Aesthetic image enhancement by dependence aware object re-composition,” IEEE Trans. Multimed. 15(7), 1480–1490 (2013).
[Crossref]

J. Lei, M. Wu, C. Zhang, F. Wu, N. Ling, and C. Hou, “Depth-preserving stereo image retargeting based on pixel fusion,” IEEE Trans. Multimed. 19(7), 1442–1453 (2017).
[Crossref]

Y. Niu, F. Liu, W. C. Feng, and H. Jin, “Aesthetics-based stereoscopic photo cropping for heterogeneous displays,” IEEE Trans. Multimed. 14(3), 783–796 (2012).
[Crossref]

J. Lei, C. Zhang, Y. Fang, Z. Gu, N. Ling, and C. Hou, “Depth sensation enhancement for multiple virtual view rendering,” IEEE Trans. Multimed. 17(4), 457–469 (2015).
[Crossref]

IEEE Trans. Pattern Anal. Mach. Intell. (1)

T. D. Basha, Y. Moses, and S. Avidan, “Stereo seam carving A geometrically consistent approach,” IEEE Trans. Pattern Anal. Mach. Intell. 35(10), 2513–2525 (2013).
[Crossref] [PubMed]

IEEE Trans. Vis. Comput. Graph. (3)

S. J. Luo, Y. T. Sun, I. C. Shen, B. Y. Chen, and Y. Y. Chuang, “Geometrically consistent stereoscopic image editing using patch-based synthesis,” IEEE Trans. Vis. Comput. Graph. 21(1), 56–67 (2015).
[Crossref] [PubMed]

S. P. Du, S. M. Hu, and R. R. Martin, “Changing perspective in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1288–1297 (2013).
[Crossref] [PubMed]

R. F. Tong, Y. Zhang, and K. L. Cheng, “StereoPasting: Interactive composition in stereoscopic images,” IEEE Trans. Vis. Comput. Graph. 19(8), 1375–1385 (2013).
[Crossref] [PubMed]

Int. J. Comput. Vis. (1)

T. Yan, R. W. H. Lau, Y. Xu, and L. Huang, “Depth mapping for stereoscopic videos,” Int. J. Comput. Vis. 102(1–3), 293–307 (2013).
[Crossref]

J. Disp. Technol. (1)

F. Shao, W. Lin, W. Lin, G. Jiang, M. Yu, and R. Fu, “Stereoscopic visual attention guided seam carving for stereoscopic image retargeting,” J. Disp. Technol. 12(1), 22–30 (2016).
[Crossref]

J. Electron. Imaging (1)

X. Li, H. Zhao, H. Huang, L. Xiao, Z. Hu, and J. Shao, “Stereoscopic image recoloring,” J. Electron. Imaging 25(5), 053031 (2016).
[Crossref]

Opt. Express (3)

Percept. Psychophys. (1)

R. Cormack and R. Fox, “The computation of disparity and depth in stereograms,” Percept. Psychophys. 38(4), 375–380 (1985).
[Crossref] [PubMed]

Screen (1)

M. Ross, “The 3-D aesthetic: Avatar and hyperhaptic visuality,” Screen 53(4), 381–397 (2014).
[Crossref]

Signal Process. Image Commun. (1)

Q. Jiang, F. Shao, G. Jiang, M. Yu, Z. Peng, and C. Yu, “A depth perception and visual comfort guided computational model for stereoscopic 3D visual saliency,” Signal Process. Image Commun. 38, 57–69 (2015).
[Crossref]

Other (2)

D. Sun, S. Roth, and M. J. Black, “Secrets of optical flow estimation and their principles,” in Proc. IEEE International Conference on Computer Vision and Pattern Recognition (2010), 2432–2439.
[Crossref]

M. Sharma and B. Lall, “Content-aware seamless stereoscopic 3D compositing,” in Proc. 2014 Indian Conference on Computer Vision Graphics and Image Processing (2014), pp. 72.

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Figures (7)

Fig. 1
Fig. 1 Pipeline of StereoEditor.
Fig. 2
Fig. 2 Illustration of aesthetic criterion.
Fig. 3
Fig. 3 Examples with different scaling factor settings.
Fig. 4
Fig. 4 Results on testing image #8 and #10. From top to bottom in each testing image: the retargeted stereoscopic images (shown in red-cyan anaglyph), and the disparity maps (shown in pseudo-color map).
Fig. 5
Fig. 5 Results on testing image #8 and #10. From top to bottom in each testing image: the retargeted stereoscopic images (shown in red-cyan anaglyph), and the disparity maps (shown in pseudo-color map).
Fig. 6
Fig. 6 Results on testing image #2 for different schemes.
Fig. 7
Fig. 7 The results of changing objects’ scaling factor for shrinking the image width by: 20%, 30%, 40% and 50%.

Tables (1)

Tables Icon

Table 1 The user’s preference results of subjective paired comparisons.

Equations (21)

Equations on this page are rendered with MathJax. Learn more.

E( v k )= i=1 4 ρ k ( v k i ) v ^ k i 2
ρ k ( v k i )=[ s x 0 0 s y ][ x k i y k i ]+[ t x t y ]
P k = ( A k T A k ) 1 A k T b ^ k
E Shape = v k L V L S L ( v k L )E( v k L ) + v k R V R S R ( v k R )E( v k R )
E( v ^ i , v ^ j )= ( v ^ i v ^ j ) s e ( v i v j ) 2
E Edge = < v ^ i L , v ^ j L > V L E( v ^ i L , v ^ j L ) + < v ^ i R , v ^ j R > V R E( v ^ i R , v ^ j R )
E IW = E Shape + λ Edge E Edge
Z ^ max = d e L D d e η 1 L D , Z ^ min = d e L D d e η 2 L D
Z p = d e L D d e D p
D p = W d p R = W( x p R x p L ) R
Z ^ i = Z ^ max Z ^ min Z max Z min ( Z i Z min )+ Z ^ min = s z Z i + t z
d ^ i = d e R W ( 1 L D Z ^ i )
E Hor = ( v ^ i L , v ^ i R )V ( ( v ^ i R [x] v ^ i L [x]) d ^ i ) 2
E Ver = ( v ^ i L , v ^ i R )V ( ( v ^ i R [y] v ^ i L [y]) ) 2
E DC = E Hor + E Ver
E Aes = k m k x near 2 Thirds + k m k x center 2 Balance
E Size = v ^ i L R | ( v ^ i L [x] v ^ i+1 L [x])s ' x ( v ^ i L [x] v ^ i+1 L [x]) | + v ^ i R R | ( v ^ i R [x] v ^ i+1 R [x])s ' x ( v ^ i R [x] v ^ i+1 R [x]) |
Z ^ j =s ' z Z j
E Depth = ( v ^ j L , v ^ j R )R ( ( v ^ j R [x] v ^ j L [x]) d ^ j ) 2
E OL = E Aes + λ Size E Size + λ Depth E Depth
min( E IW + λ DC E DC + λ OL E OL )

Metrics