Single-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (2024)

Single-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (2)

Advanced Search

Browse

research-article

Free Access

  • Authors:
  • Jaewon Kim Imperial College London and Korea Institute of Science and Technology (KIST)

    Imperial College London and Korea Institute of Science and Technology (KIST)

    View Profile

    ,
  • Shahram Izadi Microsoft Research (Redmond)

    Microsoft Research (Redmond)

    View Profile

    ,
  • Abhijeet Ghosh Imperial College London

    Imperial College London

    View Profile

June 2016Pages 1–11

Published:22 June 2016Publication History

  • 2citation
  • 0
  • Downloads
  • Get Citation Alerts

    New Citation Alert added!

    This alert has been successfully added and will be sent to:

    You will be notified whenever a record that you have chosen has been cited.

    To manage your alert preferences, click on the button below.

    Manage my Alerts

    New Citation Alert!

    Please log in to your account

  • Save to Binder
    Save to Binder

      Single-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (3)

    Create a New Binder

  • Export Citation
  • Publisher Site

Single-shot layered reflectance separation using a polarized light field camera

Pages 1–11

PreviousChapterNextChapter

Single-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (4)

ABSTRACT

We present a novel computational photography technique for single shot separation of diffuse/specular reflectance as well as novel angular domain separation of layered reflectance. Our solution consists of a two-way polarized light field (TPLF) camera which simultaneously captures two orthogonal states of polarization. A single photograph of a subject acquired with the TPLF camera under polarized illumination then enables standard separation of diffuse (depolarizing) and polarization preserving specular reflectance using light field sampling. We further demonstrate that the acquired data also enables novel angular separation of layered reflectance including separation of specular reflectance and single scattering in the polarization preserving component, and separation of shallow scattering from deep scattering in the depolarizing component. We apply our approach for efficient acquisition of facial reflectance including diffuse and specular normal maps, and novel separation of photometric normals into layered reflectance normals for layered facial renderings. We demonstrate our proposed single shot layered reflectance separation to be comparable to an existing multi-shot technique that relies on structured lighting while achieving separation results under a variety of illumination conditions.

References

  1. {ARL* 10} Alexander O., Rogers M., Lambeth W., Chiang J.-Y., Ma W.-C., Wang C.-C., Debevec P.: The digital emily project: Achieving a photorealistic digital actor. Computer Graphics and Applications, IEEE 30, 4 (2010), 20--31. 2 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (5)Digital Library
  2. {AWL13} Aittala M., Weyrich T., Lehtinen J.: Practical SVBRDF capture in the frequency domain. ACM Trans. Graph. 32, 4 (July 2013), 110:1--110:12. 2 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (7)Digital Library
  3. {BBB* 10} Beeler T., Bickel B., Beardsley P., Sumner B., Gross M.: High-quality single-shot capture of facial geometry. ACM Trans. on Graphics (Proc. SIGGRAPH) 29, 3 (2010), 40:1--40:9. 3 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (9)Digital Library
  4. {BHPS10} Bradley D., Heidrich W., Popa T., Sheffer A.: High resolution passive facial performance capture. ACM Transactions on Graphics (TOG) 29, 4 (2010), 41. 3, 9 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (11)Digital Library
  5. {DHT* 00} Debevec P., Hawkins T., Tchou C., Duiker H.-P., Sarokin W., Sagar M.: Acquiring the reflectance field of a human face. In Proceedings of the 27th annual conference on Computer graphics and interactive techniques (2000), ACM Press/Addison-Wesley Publishing Co., pp. 145--156. 2, 3 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (13)Digital Library
  6. {DJ05} Donner C., Jensen H. W.: Light diffusion in multi-layered translucent materials. ACM Trans. Graph. 24, 3 (2005), 1032--1039. 6 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (15)Digital Library
  7. {DRS08} Dorsey J., Rushmeier H., Sillion F.: Digital Modeling of Material Appearance. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 2008. 2 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (17)Digital Library
  8. {DWd* 08} Donner C., Weyrich T., d'Eon E., Ramamoorthi R., Rusinkiewicz S.: A layered, heterogeneous reflectance model for acquiring and rendering human skin. ACM Trans. Graph. 27, 5 (Dec. 2008), 140:1--140:12. 3 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (19)Digital Library
  9. {FD15} Fyffe G., Debevec P.: Single-shot reflectance measurement from polarized color gradient illumination. In International Conference on Computational Photography (2015). 3Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (21)Cross Ref
  10. {FHW* 11} Fyffe G., Hawkins T., Watts C., Ma W.-C., Debevec P.: Comprehensive facial performance capture. Computer Graphics Forum (Proc. Eurographics) 30, 2 (2011). 3Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (23)Cross Ref
  11. {FJYY15} Fang L., Jiandong T., Yandong T., Yan W.: An image highlights removal method with polarization principle. In Proceedings of ICMMITA (2015), 402--407. 3Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (25)
  12. {GCP* 10} Ghosh A., Chen T., Peers P., Wilson C. A., Debevec P.: Circularly polarized spherical illumination reflectometry. In ACM Transactions on Graphics (TOG) (2010), vol. 29, ACM, p. 162. 3 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (26)Digital Library
  13. {GFT* 11} Ghosh A., Fyffe G., Tunwattanapong B., Busch J., Yu X., Debevec P.: Multiview face capture using polarized spherical gradient illumination. ACM Transactions on Graphics (TOG) 30, 6 (2011), 129. 3, 6, 7 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (28)Digital Library
  14. {GHP* 08} Ghosh A., Hawkins T., Peers P., Frederiksen S., Debevec P.: Practical modeling and acquisition of layered facial reflectance. ACM Trans. Graph. 27, 5 (Dec. 2008), 139:1--139:10. 1, 2, 3, 6, 8, 9 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (30)Digital Library
  15. {HEAL09} Horstmeyer R., Euliss G., Athale R., Levoy M.: Flexible multimodal camera using a light field architecture. International Conference on Computational Photography (2009). 4Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (32)Cross Ref
  16. {HK93} Hanrahan P., Krueger W.: Reflection from layered surfaces due to subsurface scattering. In Proceedings of ACM SIGGRAPH (1993), 165--174. 7 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (34)Digital Library
  17. {Jac13} Jacques S. L.: Optical properties of biological tissues: a review. Med. Biol. 58 (2013), R37--61. 7Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (36)Cross Ref
  18. {JMLH01} Jensen H. W., Marschner S. R., Levoy M., Hanrahan P.: A practical model for subsurface light transport. In Proceedings of ACM SIGGRAPH (2001), 511--518. 6 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (38)Digital Library
  19. {KLMR10} Kim J., Lanman D., Mukaigawa Y., Raskar R.: Descattering transmission via angular filtering. ECCV 2010 LNCS 6311 (2010), 86--99. 4 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (40)Digital Library
  20. {LPGD09} Lamond B., Peers P., Ghosh A., Debevec P.: Image-based separation of diffuse and specular reflections using environmental structured illumination. In IEEE International Conference on Computational Photography (ICCP) (2009). 2Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (42)Cross Ref
  21. {MHP* 07} Ma W.-C., Hawkins T., Peers P., Chabert C.-F., Weiss M., Debevec P.: Rapid acquisition of specular and diffuse normal maps from polarized spherical gradient illumination. In Proceedings of the 18th Eurographics Conference on Rendering Techniques (2007), EGSR'07, Eurographics Association, pp. 183--194. 3, 5, 6, 7, 8 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (44)Digital Library
  22. {MRK* 13} Manakov A., Restrepo J. F., Klehm O., Hegedüs R., Eisemann E., Seidel H.-P., Ihrke I.: A reconfigurable camera addon for high dynamic range, multi-spectral, polarization, and light-field imaging. ACM Trans. Graph. (Proc. SIGGRAPH 2013) 32, 4 (July 2013), 47:1--47:14. 4 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (46)Digital Library
  23. {MZKB05} Mallick S. P., Zickler T. E., Kriegman D., Belhumeur P. N.: Beyond lambert: Reconstructing specular surfaces using color. In Computer Vision and Pattern Recognition, CVPR, IEEE Computer Society Conference on (2005), vol. 2, Ieee, pp. 619--626. 2 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (48)Digital Library
  24. {NFB97} Nayar S. K., Fang X.-S., Boult T.: Separation of reflection components using color and polarization. Int. J. Comput. Vision 21, 3 (Feb. 1997), 163--186. 2 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (50)Digital Library
  25. {NKGR06} Nayar S., Krichnan G., Grossberg M., Raskar R.: Fast separation of direct and global components of a scene using high frequency illumination. ACM Transactions on Graphics 25, 3 (2006), 935--943. 2, 3 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (52)Digital Library
  26. {NLB* 05} Ng R., Levoy M., Brdif M., Duval G., Horowitz M., Hanrahan P.: Light field photography with a hand-held plenoptic camera. Stanford Tech Report (2005). 3Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (54)
  27. {NN02} Nayar S. K., Narasimhan S. G.: Assorted pixels : Multi-sampled imaging with structural models. In ECCV (June 2002). 4 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (55)Digital Library
  28. {NN03} Narasimhan S., Nayar S.: Shedding light on the weather. In Proceedings of IEEE CVPR (2003), 665--672. 7 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (57)Digital Library
  29. {RAWV08} Raskar R., Agrawal A., Wilson C. A., Veeraraghavan A.: Glare aware photography: 4d ray sampling for reducing glare effects of camera lenses. ACM Trans. Graph. 27, 3 (2008), 1--10. 4 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (59)Digital Library
  30. {Sha92} Shafer S. A.: Color. Jones and Bartlett Publishers, Inc., USA, 1992, ch. Using Color to Separate Reflection Components, pp. 43--51. URL: http://dl.acm.org/citation.cfm?id=136809.136817. 2 Google ScholarDigital Library
  31. {TFG* 13} Tunwattanapong B., Fyffe G., Graham P., Busch J., Yu X., Ghosh A., Debevec P.: Acquiring reflectance and shape from continuous spherical harmonic illumination. ACM Transactions on Graphics (TOG) 32, 4 (2013), 109. 2 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (63)Digital Library
  32. {TSW* 15} Tao M., Su J.-C., Wang T.-C., Malik J., Ramamoorthi R.: Depth estimation and specular removal for glossy surfaces using point and line consistency with light-field cameras. IEEE TPAMI (2015), 1--14. 4Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (65)
  33. {VRA* 07} Veeraraghavan A., Raskar R., Agrawal A., Mohan A., Tumblin J.: Dappled photography: Mask enhanced cameras for heterodyned light fields and coded aperture refocusing. ACM Trans. Graph. 26, 3 (July 2007). 3 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (66)Digital Library
  34. {WLL*09} Weyrich T., Lawrence J., Lensch H. P. A., Rusinkiewicz S., Zickler T.: Principles of appearance acquisition and representation. Found. Trends. Comput. Graph. Vis. 4, 2 (Feb. 2009), 75--191. 2 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (68)Digital Library
  35. {WMP* 06} Weyrich T., Matusik W., Pfister H., Bickel B., Donner C., Tu C., McAndless J., Lee J., Ngan A., Jensen H. W., Gross M.: Analysis of human faces using a measurement-based skin reflectance model. ACM Trans. Graph. 25, 3 (July 2006), 1013--1024. 3 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (70)Digital Library
  36. {ZGP* 13} Zhu Y., Garigipati P., Peers P., Debevec P., Ghosh A.: Estimating diffusion parameters from polarized spherical-gradient illumination. IEEE Computer Graphics and Applications 33, 3 (2013), 34--43. 10 Google ScholarSingle-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (72)Digital Library

Cited By

View all

Single-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (74)

    Index Terms

    1. Single-shot layered reflectance separation using a polarized light field camera
      1. Computing methodologies

        1. Computer graphics

          1. Image manipulation

      Index terms have been assigned to the content through auto-classification.

      Recommendations

      • Multiple light field rendering

        GRAPHITE '03: Proceedings of the 1st international conference on Computer graphics and interactive techniques in Australasia and South East Asia

        A light field is a 4D function describing the radiance across a boundary between the volume containing a scene, and the disjoint volume in which the eyepoint may be placed. Light field rendering is the process of rendering novel views of a scene ...

        Read More

      • Towards passive 6D reflectance field displays

        Traditional flat screen displays present 2D images. 3D and 4D displays have been proposed making use of lenslet arrays to shape a fixed outgoing light field for horizontal or bidirectional parallax. In this article, we present different designs of multi-...

        Read More

      • Light field mapping: efficient representation and hardware rendering of surface light fields

        A light field parameterized on the surface offers a natural and intuitive description of the view-dependent appearance of scenes with complex reflectance properties. To enable the use of surface light fields in real-time rendering we develop a compact ...

        Read More

      Login options

      Check if you have access through your login credentials or your institution to get full access on this article.

      Sign in

      Full Access

      Get this Publication

      • Information
      • Contributors
      • Published in

        Single-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (75)

        EGSR '16: Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations

        June 2016

        123 pages

        ISBN:9783038680192

        • Conference Chair:
        • Michael Manzke

          Trinity College Dublin

          ,
        • Program Chairs:
        • Elmar Eisemann

          TU Delft

          ,
        • Eugene Fiume

          University of Toronto

        Sponsors

          In-Cooperation

            Publisher

            Eurographics Association

            Goslar, Germany

            Publication History

            • Published: 22 June 2016

            Qualifiers

            • research-article

            Conference

            Funding Sources

            • Single-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (79)

              Other Metrics

              View Article Metrics

            • Bibliometrics
            • Citations2
            • Article Metrics

              • 2

                Total Citations

                View Citations
              • Total Downloads

              • Downloads (Last 12 months)0
              • Downloads (Last 6 weeks)0

              Other Metrics

              View Author Metrics

            • Cited By

              View all

              Digital Edition

              View this article in digital edition.

              View Digital Edition

              • Figures
              • Other

                Close Figure Viewer

                Browse AllReturn

                Caption

                View Table of Contents

                Export Citations

                  Your Search Results Download Request

                  We are preparing your search results for download ...

                  We will inform you here when the file is ready.

                  Download now!

                  Your Search Results Download Request

                  Your file of search results citations is now ready.

                  Download now!

                  Your Search Results Download Request

                  Your search export query has expired. Please try again.

                  Single-shot layered reflectance separation using a polarized light field camera | Proceedings of the Eurographics Symposium on Rendering: Experimental Ideas & Implementations (2024)
                  Top Articles
                  Latest Posts
                  Article information

                  Author: Dong Thiel

                  Last Updated:

                  Views: 5688

                  Rating: 4.9 / 5 (79 voted)

                  Reviews: 94% of readers found this page helpful

                  Author information

                  Name: Dong Thiel

                  Birthday: 2001-07-14

                  Address: 2865 Kasha Unions, West Corrinne, AK 05708-1071

                  Phone: +3512198379449

                  Job: Design Planner

                  Hobby: Graffiti, Foreign language learning, Gambling, Metalworking, Rowing, Sculling, Sewing

                  Introduction: My name is Dong Thiel, I am a brainy, happy, tasty, lively, splendid, talented, cooperative person who loves writing and wants to share my knowledge and understanding with you.