Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Photometry Read chapter Read first chapter

2020 | OriginalPaper | Chapter

8. Photometric Estimation

Authors : Katsushi Ikeuchi, Yasuyuki Matsushita, Ryusuke Sagawa, Hiroshi Kawasaki, Yasuhiro Mukaigawa, Ryo Furukawa, Daisuke Miyazaki

Published in: Active Lighting and Its Application for Computer Vision

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Previous chapters considered methods of estimating geometric shape information by using active-lighting methods, which provide photometric characteristics of the target scene and light sources. Because BRDF depends on materials, adequate lighting and analysis provides rich information about those materials. Moreover, multispectral light gives us more robust identification capability. Furthermore, polarization and fluorescence are useful for material classification. Analyzing captured images enables us to separate an image into several photometric components. Additionally, a scene illuminated by multiple lights can be decomposed into an image illuminated by a single light. As such, active lighting is useful, not only for geometrical analysis, but also for photometrical analysis.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Other Shape Reconstruction Techniques
next chapter Visualization/AR/VR/MR Systems
Literature
1.
Morimoto T, Chiba M, Katayama Y, Ikeuchi K (2009) Multispectral image analysis for bas-relief at the inner gallery of Bayon temple. In: 22nd CIPA symposium, Kyoto, Japan
2.
Blasinski H, Farrell J, Wandell B (2017) Designing illuminant spectral power distributions for surface classification. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), pp 2164–2173
3.
Skaff S, Tin SK, Martinello M (2015) Learning optimal incident illumination using spectral bidirectional reflectance distribution function images for material classification. J Imaging Sci Technol 59(6):1–60405CrossRef
4.
Sato M, Yoshida S, Olwal A, Shi B, Hiyama A, Tanikawa T, Hirose M, Raskar R (2015) Spectrans: versatile material classification for interaction with textureless, specular and transparent surfaces. In: Proceedings of the 33rd annual ACM conference on human factors in computing systems. ACM, pp 2191–2200
5.
Liu C, Gu J (2013) Discriminative illumination: per-pixel classification of raw materials based on optimal projections of spectral brdf. IEEE Trans Pattern Anal Mach Intell (PAMI) 36(1):86–98
6.
Wang C, Okabe T (2017) Joint optimization of coded illumination and grayscale conversion for one-shot raw material classification. In: Proceedings of the British machine vision conference (BMVC)
7.
Wolff LB, Boult TE (1991) Constraining object features using a polarization reflectance model. IEEE Trans Pattern Anal Mach Intell (PAMI) 7:635–657CrossRef
8.
Martínez-Domingo MÁ, Valero EM, Hernández-Andrés J, Tominaga S, Horiuchi T, Hirai K (2017) Image processing pipeline for segmentation and material classification based on multispectral high dynamic range polarimetric images. Opt Express 25(24):30073–30090CrossRef
9.
Chen H, Wolff LB (1998) Polarization phase-based method for material classification in computer vision. Int J Comput Vis (IJCV) 28(1):73–83CrossRef
10.
Howell JR, Menguc MP, Siegel R (2015) Thermal radiation heat transfer. CRC Press
11.
Zhang C, Sato I (2012) Image-based separation of reflective and fluorescent components using illumination variant and invariant color. IEEE Trans Pattern Anal Mach Intell (PAMI) 35(12):2866–2877CrossRef
12.
Fu Y, Lam A, Sato I, Okabe T, Sato Y (2015) Reflectance and fluorescence spectral recovery via actively lit RGB images. IEEE Trans Pattern Anal Mach Intell (PAMI) 38(7):1313–1326CrossRef
13.
Fu Y, Lam A, Sato I, Okabe T, Sato Y (2013) Separating reflective and fluorescent components using high frequency illumination in the spectral domain. In: Proceedings of the international conference on computer vision (ICCV), pp 457–464
14.
Tominaga S, Hirai K, Horiuchi T (2018) Estimation of fluorescent donaldson matrices using a spectral imaging system. Opt Express 26(2):2132–2148CrossRef
15.
Schechner Y, Nayar S, Belhumeur P (2003) A theory of multiplexed illumination. Proc Int Conf Comput Vis (ICCV) 2:808–815CrossRef
16.
Harwit M, Sloane NJ (1979) Hadamard transform optics. Academic Press
17.
Mukaigawa Y, Sumino K, Yagi Y (2007) Multiplexed illumination for measuring brdf using an ellipsoidal mirror and a projector. In: Proceedings of the Asian conference on computer vision (ACCV). Springer, pp 246–257
18.
Sagawa R, Satoh Y (2017) Illuminant-camera communication to observe moving objects under strong external light by spread spectrum modulation. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), pp 5097–5105
19.
Wenger A, Gardner A, Tchou C, Unger J, Hawkins T, Debevec P (2005) Performance relighting and reflectance transformation with time-multiplexed illumination. ACM Trans Graph (TOG) 24(3):756–764CrossRef
20.
Sagawa R, Sakashita K, Kasuya N, Kawasaki H, Furukawa R, Yagi Y (2012) Grid-based active stereo with single-colored wave pattern for dense one-shot 3D scan. In: 2012 second international conference on 3d imaging, modeling, processing, visualization & transmission. IEEE, pp 363–370
21.
Nishino K, Sato Y, Ikeuchi K (1999) Eigen-texture method: appearance compression based on 3D model. In: Proceedings of the IEEE conference on computer vision and pattern recognition (CVPR), vol 1. IEEE, pp 618–624
22.
Chen WC, Bouguet JY, Chu MH, Grzeszczuk R (2002) Light field mapping: efficient representation and hardware rendering of surface light fields. ACM Trans Graph (TOG) 21(3):447–456CrossRef
23.
Arun KS, Huang TS, Blostein SD (1987) Least-squares fitting of two 3-D point sets. IEEE Trans Pattern Anal Mach Intell (PAMI) 5:698–700CrossRef
Metadata
Title
Photometric Estimation
Authors
Katsushi Ikeuchi
Yasuyuki Matsushita
Ryusuke Sagawa
Hiroshi Kawasaki
Yasuhiro Mukaigawa
Ryo Furukawa
Daisuke Miyazaki
Copyright Year
2020
Book
Active Lighting and Its Application for Computer Vision

Print ISBN: 978-3-030-56576-3

Electronic ISBN: 978-3-030-56577-0

Copyright Year: 2020

DOI
https://doi.org/10.1007/978-3-030-56577-0_8

Premium Partner

    Image Credits