Inverse Polarization Raytracing

Real Object   Estimated Shape
  We developed a method to obtain 3D shape of object surface from the polarization state of reflected/transmitted light at transparent objects by solving the inverse problem of polarization raytracing.
  We set the object into the middle of plastic white sphere, and illuminate the sphere from 36 directions with incandescent lamps. There is a hole on top of the sphere, and we observed the object from the hole by polarizer-mounted gray CCD camera. We calculate the polarization data from 3 or more images taken by rotating the polarizer each for different angles. We obtain the polarization data from these images. We compute the polarization data by polarization raytracing by giving an arbitrary 3D shape as an initial value. We deform the 3D shape so that the difference between the calculated polarization data and the obtained polarization data will be small. We finally obtain the surface shape of transparent objects by deforming the 3D shape until the difference will be minimum.

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*Shape Estimation of Transparent Objects by Using Inverse Polarization Raytracing
Daisuke Miyazaki, Katsushi Ikeuchi
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)
Vol.29, No.11, pp.2018-2030, 2007.11
Paper: English
Miyazaki-PAMI2007.pdf
http://doi.ieeecomputersociety.org/10.1109/TPAMI.2007.1117
http://dx.doi.org/10.1109/TPAMI.2007.1117
*Shape Estimation of Transparent Objects by Using Polarization Analyses
Daisuke Miyazaki, Katsushi Ikeuchi
Information and Media Technologies
Vol.1, No.2, pp.1073-1093, 2006.12
http://www.jstage.jst.go.jp/browse/imt
Paper: English
http://doi.org/10.11185/imt.1.1073
*Shape Estimation of Transparent Objects by Using Polarization Analyses
Daisuke Miyazaki, Katsushi Ikeuchi
IPSJ Digital Courier
Vol.2, pp.407-427, 2006.07
http://www.jstage.jst.go.jp/browse/ipsjdc
Paper: English
Miyazaki-IPSJCourier2006.pdf
http://doi.org/10.2197/ipsjdc.2.407
*Shape Estimation of Transparent Objects by Using Polarization Analyses
Daisuke Miyazaki, Katsushi Ikeuchi
IPSJ Transactions on Computer Vision and Image Media
Vol.47, No.SIG9, pp.87-106, 2006.06
http://www.ipsj.or.jp/
Paper: English
Miyazaki-IPSJ2006.pdf
http://id.nii.ac.jp/1001/00018001/
*Polarization-based Shape Estimation of Transparent Objects by Using Raytracing and PLZT Camera
Daisuke Miyazaki, Noriyuki Takashima, Akira Yoshida, Eiki Harashima, Katsushi Ikeuchi
in Proceedings of SPIE (Polarization Science and Remote Sensing II, Part of SPIE’s International Symposium on Optics and Photonics 2005)
Vol. 5888, pp. 1-14, 2005/8/2 (2005/7/31-8/4)
San Diego Convention Center, San Diego, CA USA
http://www.spie.org/Conferences/Calls/05/am/
Paper: English, Oral presentation: English
***Invited Talk***
Miyazaki-SPIE2005.pdf
http://dx.doi.org/10.1117/12.613848
Miyazaki-SPIE2005.ppt
*Inverse Polarization Raytracing: Estimating Surface Shape of Transparent Objects
Daisuke Miyazaki, Katsushi Ikeuchi
in Proceedings of International Conference on Computer Vision and Pattern Recognition (CVPR2005)
Vol. II, pp. 910-917, 2005/6/24 (2005/6/20-25)
Catamaran Resort, San Diego, CA USA
http://www.cs.duke.edu/cvpr2005/
Paper: English, Poster presentation: English
Poster Session 6
Miyazaki-CVPR2005.pdf
http://dx.doi.org/10.1109/CVPR.2005.195
Miyazaki-CVPR2005-Poster.pdf
*Shape Estimation of Transparent Objects by using Polarization Analyses
Daisuke Miyazaki, Katsushi Ikeuchi
IPSJ SIGNotes CVIM
2005-CVIM-149, pp.195-210, Tokyo, Japan, 2005.05
Miyazaki-CVIM200505.pdf
Miyazaki-CVIM200505.ppt
*Virtual Heritage - Photometric Aspect
Daisuke Miyazaki, Katsushi Ikeuchi
in Proceedings of The 1st Joint Workshop of KAIST-RCV and U. Tokyo-Ikeuchi Lab. on Robust Vision Technology
2005/4/25 (2005/4/25,26)
KAIST, Daejeon, Korea
http://rcv.kaist.ac.kr/nrl/data/2005_KAIST_UT_Joint_Workshop_3_23.pdf
Paper: English, Oral presentation: English
Afternoon Session: Vision and 3D Modeling
Miyazaki-KAIST2005.pdf
Miyazaki-KAIST2005.ppt
*Polarization-based Shape Estimation of Transparent Objects for Digitizing Cultural Assets
Daisuke Miyazaki, Katsushi Ikeuchi
in Proceedings of International Symposium on the CREST Digital Archiving Project
pp.34-41, 2005/3/8 (2005/3/8,9)
Research Center for Advanced Science and Technology, The University of Tokyo, Japan
http://www.cvl.iis.u-tokyo.ac.jp/crest/symposium05/
Paper: English, Oral presentation: English
Session 2: Geometric sensors and techniques
Miyazaki-CREST2005.pdf
Miyazaki-CREST2005.ppt
*Shape Estimation of Transparent Objects by using Polarization Analyses
Daisuke Miyazaki (Thesis Supervisor: Katsushi Ikeuchi)
Doctoral Thesis
Department of Computer Science, Graduate School of Information Science and Technology, The University of Tokyo
2005/1/19
http://www.i.u-tokyo.ac.jp/
Paper: English, Oral presentation: Japanese
Miyazaki-DoctorThesis.pdf

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