Skip to main content
Erschienen in: 3D Research 1/2014

01.03.2014 | 3DR Express

Employing Light Field Cameras in Surveillance: An Analysis of Light Field Cameras in a Surveillance Scenario

verfasst von: Rogério Seiji Higa, Yuzo Iano, Ricardo Barroso Leite, Roger Fredy Larico Chavez, Rangel Arthur

Erschienen in: 3D Research | Ausgabe 1/2014

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The light field cameras are becoming a new trend in photography. They have characteristics that could overcome some problems present in surveillance videos, like refocusing and depth estimation. The main advantage is that the light field camera allows focus reconstruction, increasing the depth of field. However, these new cameras require different processing power and storage than conventional cameras. In this paper, it is shown how these cameras work and how they could be employed in surveillance. Images of a standard surveillance camera versus the plenoptic camera are compared and some issues about the design of the light field camera are discussed. Finally, we compare the performance of video compression standards applied to plenoptic image sequences. The power signal noise ratio results show that MPEG4 is the best choice.

Graphical Abstract

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

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!

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!

Literatur
1.
Zurück zum Zitat Kovesi, P. (2009). Video surveillance: Legally blind? In Digital image computing: techniques and applications, DICTA 2009, 1–3 December, 2009, Melbourne. IEEE Computer Society. doi:10.1109/DICTA.2009.41. Kovesi, P. (2009). Video surveillance: Legally blind? In Digital image computing: techniques and applications, DICTA 2009, 1–3 December, 2009, Melbourne. IEEE Computer Society. doi:10.​1109/​DICTA.​2009.​41.
2.
Zurück zum Zitat Zhou, C., & Nayar, S. K. (2009). What are good apertures for defocus deblurring? In IEEE international conference on computational photography. Zhou, C., & Nayar, S. K. (2009). What are good apertures for defocus deblurring? In IEEE international conference on computational photography.
3.
Zurück zum Zitat Marcia, R. F., Harmany, Z. T., & Willett, R. M. (2009). Compressive coded aperture imaging. In Proc. SPIE 7246, Computational Imaging VII. doi:10.1117/12.803795. Marcia, R. F., Harmany, Z. T., & Willett, R. M. (2009). Compressive coded aperture imaging. In Proc. SPIE 7246, Computational Imaging VII. doi:10.​1117/​12.​803795.
4.
Zurück zum Zitat Veeraraghavan, A., Raskar, R., Agrawal, A., Mohan, A., & Tumblin, J. (2007). Dappled photography: Mask enhanced cameras for heterodyned light fields and coded aperture refocusing. ACM Transactions on Graphics, 26(3), 1–12. doi:10.1145/1276377.1276463.CrossRef Veeraraghavan, A., Raskar, R., Agrawal, A., Mohan, A., & Tumblin, J. (2007). Dappled photography: Mask enhanced cameras for heterodyned light fields and coded aperture refocusing. ACM Transactions on Graphics, 26(3), 1–12. doi:10.​1145/​1276377.​1276463.CrossRef
5.
Zurück zum Zitat Levin, A., Hasinoff, S. W., Green, P., Durand, F., & Freeman, W. T. (2009). 4D frequency analysis of computational cameras for depth of field extension. ACM Transactions on Graphics, 28(3), 97:1–97:14. doi:10.1145/1531326.1531403.CrossRef Levin, A., Hasinoff, S. W., Green, P., Durand, F., & Freeman, W. T. (2009). 4D frequency analysis of computational cameras for depth of field extension. ACM Transactions on Graphics, 28(3), 97:1–97:14. doi:10.​1145/​1531326.​1531403.CrossRef
6.
Zurück zum Zitat Ives, F. (1903). Parallax stereogram and the process of making same. US Patent 725,567. Ives, F. (1903). Parallax stereogram and the process of making same. US Patent 725,567.
7.
Zurück zum Zitat Lippmann, G. (1908). La Photographie Integrale. Comptes Rendus Academie des Sciences, 146(9), 446–451. Lippmann, G. (1908). La Photographie Integrale. Comptes Rendus Academie des Sciences, 146(9), 446–451.
8.
Zurück zum Zitat Ng, R. (2006). Digital light field photography. Dissertation, Stanford University. Ng, R. (2006). Digital light field photography. Dissertation, Stanford University.
9.
Zurück zum Zitat Lumsdaine, A., & Georgiev, T. (2008). Full resolution lightfield rendering. Adobe Tech Report, January 2008. Lumsdaine, A., & Georgiev, T. (2008). Full resolution lightfield rendering. Adobe Tech Report, January 2008.
10.
Zurück zum Zitat Perwass, C., & Wietzke, L. (2012). Single lens 3D-camera with extended depth-of-field. In Proc. SPIE 8291, Human vision and electronic imaging XVII, 829108. doi:10.1117/12.909882. Perwass, C., & Wietzke, L. (2012). Single lens 3D-camera with extended depth-of-field. In Proc. SPIE 8291, Human vision and electronic imaging XVII, 829108. doi:10.​1117/​12.​909882.
13.
Zurück zum Zitat Levoy, M., & Hanrahan, P. (1996). Light field rendering. In Proceedings of the 23rd annual conference on computer graphics and interactive techniques, SIGGRAPH’96 (pp. 31–42). New York: ACM. doi:10.1145/237170.237199. Levoy, M., & Hanrahan, P. (1996). Light field rendering. In Proceedings of the 23rd annual conference on computer graphics and interactive techniques, SIGGRAPH’96 (pp. 31–42). New York: ACM. doi:10.​1145/​237170.​237199.
15.
Zurück zum Zitat Wanner, S., Fehr, J., & Jahne, B. (2011). Generating EPI representations of 4D light fields with a single lens focused plenoptic camera. Advances in Visual Computing, Lecture Notes in Computer Science, 6938, 90–101.CrossRef Wanner, S., Fehr, J., & Jahne, B. (2011). Generating EPI representations of 4D light fields with a single lens focused plenoptic camera. Advances in Visual Computing, Lecture Notes in Computer Science, 6938, 90–101.CrossRef
19.
Zurück zum Zitat Higa, R. S., Chavez, R. F. L., Leite, R. B., Arthur, R., & Iano, Y. (2013). Plenoptic image compression comparison between JPEG, JPEG2000 and SPITH. Cyber Journals: JSAT, 3(6). Higa, R. S., Chavez, R. F. L., Leite, R. B., Arthur, R., & Iano, Y. (2013). Plenoptic image compression comparison between JPEG, JPEG2000 and SPITH. Cyber Journals: JSAT, 3(6).
Metadaten
Titel
Employing Light Field Cameras in Surveillance: An Analysis of Light Field Cameras in a Surveillance Scenario
verfasst von
Rogério Seiji Higa
Yuzo Iano
Ricardo Barroso Leite
Roger Fredy Larico Chavez
Rangel Arthur
Publikationsdatum
01.03.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
3D Research / Ausgabe 1/2014
Elektronische ISSN: 2092-6731
DOI
https://doi.org/10.1007/s13319-013-0005-0

Weitere Artikel der Ausgabe 1/2014

3D Research 1/2014 Zur Ausgabe

Premium Partner