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Publications de R. Keriven
Résultat de la recherche dans la liste des publications :
Article |
1 - Insertion of 3D-primitives in mesh-based representations: Towards compact models preserving the details.
F. Lafarge et R. Keriven et M. Brédif. IEEE Trans. Image Processing, 19(7): pages 1683-1694, juillet 2010.
Mots-clés : 3-D reconstruction, Graph-cut , Shape extraction, urban scenes.
@ARTICLE{lafarge_tip2010,
|
| author |
= |
{Lafarge, F. and Keriven, R. and Brédif, M.}, |
| title |
= |
{Insertion of 3D-primitives in mesh-based representations: Towards compact models preserving the details}, |
| year |
= |
{2010}, |
| month |
= |
{juillet}, |
| journal |
= |
{IEEE Trans. Image Processing}, |
| volume |
= |
{19}, |
| number |
= |
{7}, |
| pages |
= |
{1683-1694}, |
| url |
= |
{http://dx.doi.org/10.1109/TIP.2010.2045695}, |
| keyword |
= |
{3-D reconstruction, Graph-cut , Shape extraction, urban scenes} |
| } |
Abstract :
We propose an original hybrid modeling process of urban scenes that represents 3-D models as a combination of mesh-based surfaces and geometric 3-D-primitives. Meshes describe details such as ornaments and statues, whereas 3-D-primitives code for regular shapes such as walls and columns. Starting from an 3-D-surface obtained by multiview stereo techniques, these primitives are inserted into the surface after being detected. This strategy allows the introduction of semantic knowledge, the simplification of the modeling, and even correction of errors generated by the acquisition process. We design a hierarchical approach exploring different scales of an observed scene. Each level consists first in segmenting the surface using a multilabel energy model optimized by -expansion and then in fitting 3-D-primitives such as planes, cylinders or tori on the obtained partition where relevant. Experiments on real meshes, depth maps and synthetic surfaces show good potential for the proposed approach. |
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2 Articles de conférence |
1 - Hybrid Multi-view Reconstruction by Jump-Diffusion.
F. Lafarge et R. Keriven et M. Brédif et H. Vu. Dans Proc. IEEE Computer Vision and Pattern Recognition (CVPR), San Franscico, U.S., juin 2010.
@INPROCEEDINGS{lafarge_cvpr10,
|
| author |
= |
{Lafarge, F. and Keriven, R. and Brédif, M. and Vu, H.}, |
| title |
= |
{Hybrid Multi-view Reconstruction by Jump-Diffusion}, |
| year |
= |
{2010}, |
| month |
= |
{juin}, |
| booktitle |
= |
{Proc. IEEE Computer Vision and Pattern Recognition (CVPR)}, |
| address |
= |
{San Franscico, U.S.}, |
| pdf |
= |
{http://certis.enpc.fr/publications/papers/CVPR10a.pdf}, |
| keyword |
= |
{} |
| } |
|
2 - Combining meshes and geometric primitives for accurate and semantic modeling.
F. Lafarge et R. Keriven et M. Brédif. Dans Proc. British Machine Vision Conference (BMVC), London, U.K., novembre 2009.
@INPROCEEDINGS{lafarge_bmvc09,
|
| author |
= |
{Lafarge, F. and Keriven, R. and Brédif, M.}, |
| title |
= |
{Combining meshes and geometric primitives for accurate and semantic modeling}, |
| year |
= |
{2009}, |
| month |
= |
{novembre}, |
| booktitle |
= |
{Proc. British Machine Vision Conference (BMVC)}, |
| address |
= |
{London, U.K.}, |
| url |
= |
{http://recherche.ign.fr/labos/matis/pdf/articles_conf/2009/bmvc_final_09.pdf}, |
| keyword |
= |
{} |
| } |
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