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
Metrics
Total Citations2Total Downloads0Last 12 Months0
Last 6 weeks0
- 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
Create a New Binder
- Export Citation
- Publisher Site
Single-shot layered reflectance separation using a polarized light field camera
Pages 1–11
PreviousChapterNextChapter
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
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {DJ05} Donner C., Jensen H. W.: Light diffusion in multi-layered translucent materials. ACM Trans. Graph. 24, 3 (2005), 1032--1039. 6 Google ScholarDigital Library
- {DRS08} Dorsey J., Rushmeier H., Sillion F.: Digital Modeling of Material Appearance. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 2008. 2 Google ScholarDigital Library
- {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 ScholarDigital Library
- {FD15} Fyffe G., Debevec P.: Single-shot reflectance measurement from polarized color gradient illumination. In International Conference on Computational Photography (2015). 3Google ScholarCross Ref
- {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 ScholarCross Ref
- {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 Scholar
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {HEAL09} Horstmeyer R., Euliss G., Athale R., Levoy M.: Flexible multimodal camera using a light field architecture. International Conference on Computational Photography (2009). 4Google ScholarCross Ref
- {HK93} Hanrahan P., Krueger W.: Reflection from layered surfaces due to subsurface scattering. In Proceedings of ACM SIGGRAPH (1993), 165--174. 7 Google ScholarDigital Library
- {Jac13} Jacques S. L.: Optical properties of biological tissues: a review. Med. Biol. 58 (2013), R37--61. 7Google ScholarCross Ref
- {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 ScholarDigital Library
- {KLMR10} Kim J., Lanman D., Mukaigawa Y., Raskar R.: Descattering transmission via angular filtering. ECCV 2010 LNCS 6311 (2010), 86--99. 4 Google ScholarDigital Library
- {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 ScholarCross Ref
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 Scholar
- {NN02} Nayar S. K., Narasimhan S. G.: Assorted pixels : Multi-sampled imaging with structural models. In ECCV (June 2002). 4 Google ScholarDigital Library
- {NN03} Narasimhan S., Nayar S.: Shedding light on the weather. In Proceedings of IEEE CVPR (2003), 665--672. 7 Google ScholarDigital Library
- {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 ScholarDigital Library
- {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
- {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 ScholarDigital Library
- {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 Scholar
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 ScholarDigital Library
- {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 ScholarDigital Library
Cited By
View all
Index Terms
Single-shot layered reflectance separation using a polarized light field camera
Computing methodologies
Computer graphics
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
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
Other Metrics
View Article Metrics
- Bibliometrics
- Citations2
Article Metrics
- View Citations
2
Total 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.