Title :
Integrating perspective distortions in stereo image matching
Author :
Douxchamps, Damien ; Macq, Benoît
Author_Institution :
Univ. Catholique de Louvain, Belgium
Abstract :
The paper introduces a correlation-based method for the three-dimensional reconstruction of scenes from a multi-camera imaging system. Our technique is to cast the matching and reconstruction problems into a single 3D process that uses perspective distortions to retrieve directly, in a dense fashion, the 3D planes locally tangent to the scene. Avoiding image assumptions like fronto-parallelism, block shapes, perspective distortion models or camera models, our method only needs a local planarity hypothesis of the scene.
Keywords :
correlation methods; image matching; image reconstruction; stereo image processing; 3D planes; 3D scene reconstruction; block shapes; fronto-parallelism; multi-camera imaging system; perspective distortion integration; stereo image matching; three-dimensional scene reconstruction; Cameras; Image matching; Image reconstruction; Image retrieval; Information resources; Layout; Region 1; Semiconductor device modeling; Shape; Stress;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326541