Toward surface reconstruction using multi-image shape from shading

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Autoren

  • Christian Heipke
  • Christian Piechullek

Externe Organisationen

  • Technische Universität München (TUM)
Forschungs-netzwerk anzeigen

Details

OriginalspracheEnglisch
Titel des SammelwerksProceedings of SPIE
UntertitelThe International Society for Optical Engineering
Herausgeber/-innenHeinrich Ebner, Christian Heipke, Konrad Eder
Seiten361-369
Seitenumfang9
PublikationsstatusVeröffentlicht - 1994
Extern publiziertJa
VeranstaltungISPRS Commission III Symposium: Spatial Information from Digital Photogrammetry and Computer Vision - Munich, Deutschland
Dauer: 5 Sept. 19949 Sept. 1994

Publikationsreihe

NameProceedings of SPIE - The International Society for Optical Engineering
Band2357
ISSN (Print)0277-786X

Abstract

We investigate multi-image shape from shading. Using this method the heights and the albedo of the object surface are simultaneously estimated from the pixel grey values of any given number of images taken from arbitrary camera positions, and control information. The perspective projection is used for the transformation from object into image space. The existence and the uniqueness of the solution of the described algorithm is analyzed. The following results have been derived: (1) One image allows for the reconstruction of surface inclinations of a surface assumed to be a bilinear mesh. (2) Two images with different exterior orientation allow for the calculation of surface heights. It is not necessary to use conjugate points. (3) If at least three images with different light source positions are available, the reconstruction of arbitrary surfaces with varying albedo is possible. For selected cases the results are verified using synthetic images. The theoretical standard deviations of the unknown heights are used to assess the quality of the surface reconstruction.

ASJC Scopus Sachgebiete

Zitieren

Toward surface reconstruction using multi-image shape from shading. / Heipke, Christian; Piechullek, Christian.
Proceedings of SPIE : The International Society for Optical Engineering. Hrsg. / Heinrich Ebner; Christian Heipke; Konrad Eder. 1994. S. 361-369 (Proceedings of SPIE - The International Society for Optical Engineering; Band 2357).

Publikation: Beitrag in Buch/Bericht/Sammelwerk/KonferenzbandAufsatz in KonferenzbandForschungPeer-Review

Heipke, C & Piechullek, C 1994, Toward surface reconstruction using multi-image shape from shading. in H Ebner, C Heipke & K Eder (Hrsg.), Proceedings of SPIE : The International Society for Optical Engineering. Proceedings of SPIE - The International Society for Optical Engineering, Bd. 2357, S. 361-369, ISPRS Commission III Symposium: Spatial Information from Digital Photogrammetry and Computer Vision, Munich, Deutschland, 5 Sept. 1994.
Heipke, C., & Piechullek, C. (1994). Toward surface reconstruction using multi-image shape from shading. In H. Ebner, C. Heipke, & K. Eder (Hrsg.), Proceedings of SPIE : The International Society for Optical Engineering (S. 361-369). (Proceedings of SPIE - The International Society for Optical Engineering; Band 2357).
Heipke C, Piechullek C. Toward surface reconstruction using multi-image shape from shading. in Ebner H, Heipke C, Eder K, Hrsg., Proceedings of SPIE : The International Society for Optical Engineering. 1994. S. 361-369. (Proceedings of SPIE - The International Society for Optical Engineering).
Heipke, Christian ; Piechullek, Christian. / Toward surface reconstruction using multi-image shape from shading. Proceedings of SPIE : The International Society for Optical Engineering. Hrsg. / Heinrich Ebner ; Christian Heipke ; Konrad Eder. 1994. S. 361-369 (Proceedings of SPIE - The International Society for Optical Engineering).
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abstract = "We investigate multi-image shape from shading. Using this method the heights and the albedo of the object surface are simultaneously estimated from the pixel grey values of any given number of images taken from arbitrary camera positions, and control information. The perspective projection is used for the transformation from object into image space. The existence and the uniqueness of the solution of the described algorithm is analyzed. The following results have been derived: (1) One image allows for the reconstruction of surface inclinations of a surface assumed to be a bilinear mesh. (2) Two images with different exterior orientation allow for the calculation of surface heights. It is not necessary to use conjugate points. (3) If at least three images with different light source positions are available, the reconstruction of arbitrary surfaces with varying albedo is possible. For selected cases the results are verified using synthetic images. The theoretical standard deviations of the unknown heights are used to assess the quality of the surface reconstruction.",
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Download

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