Journal Article PreJuSER-23577

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Range flow estimation

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2002
Elsevier San Diego, Calif.

Computer vision and image understanding 85, 209 - 231 () [10.1006/cviu.2002.0970]

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Abstract: We discuss the computation of the instantaneous 3D displacement vector fields of deformable surfaces from sequences of range data. We give a novel version of the basic motion constraint equation that can be evaluated directly on the sensor grid. The various forms of the aperture problem encountered are investigated and the derived constraint solutions are solved in a total least squares (TLS) framework. We propose a regularization scheme to compute dense full flow fields from the sparse TLS solutions. The performance of the algorithm is analyzed quantitatively for both synthetic and real data. Finally we apply the method to compute the 3D motion field of living plant leaves. (C) 2002 ENevier Science (USA).

Keyword(s): J ; range data sequences (auto) ; total least squares (auto) ; aperture problem (auto) ; regularization (auto)


Note: Record converted from VDB: 12.11.2012

Contributing Institute(s):
  1. Phytosphäre (ICG-III)
Research Program(s):
  1. Chemie und Dynamik der Geo-Biosphäre (U01)

Appears in the scientific report 2002
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 Record created 2012-11-13, last modified 2018-02-10



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