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Dense 3D Interpretation of Image Sequences: A Variational Approach Using Anisotropic Diffusion
Mantova, Italy September 17-September 19
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICIAP.2003.123408712th International Conference on Imag ...
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H. Sekkati, A. Mitiche, "Dense 3D Interpretation of Image Sequences: A Variational Approach Using Anisotropic Diffusion," Image Analysis and Processing, International Conference on, pp. 424, 12th International Conference on Image Analysis and Processing (ICIAP'03), 2003.
 
 
BibTex
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@article{ 10.1109/ICIAP.2003.1234087,
author = {H. Sekkati and A. Mitiche},
title = {Dense 3D Interpretation of Image Sequences: A Variational Approach Using Anisotropic Diffusion},
journal ={Image Analysis and Processing, International Conference on},
volume = {0},
year = {2003},
isbn = {0-7695-1948-2},
pages = {424},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICIAP.2003.1234087},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Image Analysis and Processing, International Conference on
TI - Dense 3D Interpretation of Image Sequences: A Variational Approach Using Anisotropic Diffusion
SN - 0-7695-1948-2
SP
EP
A1 - H. Sekkati,
A1 - A. Mitiche,
PY - 2003
KW - null
VL - 0
JA - Image Analysis and Processing, International Conference on
ER -
 
H. Sekkati, INRS-EMT
A. Mitiche, INRS-EMT
The purpose of this study is to investigate a new method for recovering relative depth and 3D motion from a temporal sequence of monocular images. The method is direct insomuch as it does not require computation of image motion prior to 3D interpretation. This interpretation is obtained by minimizing a functional with two characteristic terms, one of conformity to the spatiotemporal changes in the image sequence, the other of regularization based on anisotropic diffusion. The Euler-Lagrange equations corresponding to the functional minimization are solved iteratively via the half-quadratic algorithm.
Citation:
H. Sekkati, A. Mitiche, "Dense 3D Interpretation of Image Sequences: A Variational Approach Using Anisotropic Diffusion," iciap, pp.424, 12th International Conference on Image Analysis and Processing (ICIAP'03), 2003
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