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2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '03) - Volume 2
3D Object Modeling and Recognition Using Affine-Invariant Patches and Multi-View Spatial Constraints
Madison, Wisconsin
June 18-June 20
ISBN: 0-7695-1900-8
ASCII Text
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Fredrick Rothganger, Svetlana Lazebnik, Cordelia Schmid, Jean Ponce, "3D Object Modeling and Recognition Using Affine-Invariant Patches and Multi-View Spatial Constraints," Computer Vision and Pattern Recognition, IEEE Computer Society Conference on, vol. 2, pp. 272, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '03) - Volume 2, 2003.
 
 
BibTex
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@article{ 10.1109/CVPR.2003.1211480,
author = {Fredrick Rothganger and Svetlana Lazebnik and Cordelia Schmid and Jean Ponce},
title = {3D Object Modeling and Recognition Using Affine-Invariant Patches and Multi-View Spatial Constraints},
journal ={Computer Vision and Pattern Recognition, IEEE Computer Society Conference on},
volume = {2},
year = {2003},
issn = {1063-6919},
pages = {272},
doi = {http://doi.ieeecomputersociety.org/10.1109/CVPR.2003.1211480},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
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TY - CONF
JO - Computer Vision and Pattern Recognition, IEEE Computer Society Conference on
TI - 3D Object Modeling and Recognition Using Affine-Invariant Patches and Multi-View Spatial Constraints
SN - 1063-6919
SP
EP
A1 - Fredrick Rothganger,
A1 - Svetlana Lazebnik,
A1 - Cordelia Schmid,
A1 - Jean Ponce,
PY - 2003
KW - null
VL - 2
JA - Computer Vision and Pattern Recognition, IEEE Computer Society Conference on
ER -
 
Fredrick Rothganger, University of Illinois at Urbana-Champaign
Svetlana Lazebnik, University of Illinois at Urbana-Champaign
Cordelia Schmid, INRIA Rh?ne-Alpes
Jean Ponce, University of Illinois at Urbana-Champaign
This paper presents a novel representation for three-dimensional objects in terms of affine-invariant image patches and their spatial relationships. Multi-view constraints associated with groups of patches are combined with a normalized representation of their appearance to guide matching and reconstruction, allowing the acquisition of true three-dimensional affine and Euclidean models from multiple images and their recognition in a single photograph taken from an arbitrary viewpoint. The proposed approach does not require a separate segmentation stage and is applicable to cluttered scenes. Preliminary modeling and recognition results are presented.
Citation:
Fredrick Rothganger, Svetlana Lazebnik, Cordelia Schmid, Jean Ponce, "3D Object Modeling and Recognition Using Affine-Invariant Patches and Multi-View Spatial Constraints," cvpr, vol. 2, pp.272, 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR '03) - Volume 2, 2003
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