Skeleton-Based Multiview Reconstruction

6533b827fe1ef96bd1287116

RESEARCH PRODUCT

Skeleton-Based Multiview Reconstruction

Bastien Durix Géraldine Morin Sylvie Chambon Céline Roudet Lionel Garnier Olivier Cots

subject

topology reconstruction [SPI] Engineering Sciences [physics]ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION 02 engineering and technology Iterative reconstruction Skeleton (category theory)Network topology Graph-edit distance Topology [SPI]Engineering Sciences [physics]Traitement des images Medial axis [ INFO.INFO-TI ] Computer Science [cs]/Image Processing 0202 electrical engineering electronic engineering information engineering [ SPI ] Engineering Sciences [physics]Traitement du signal et de l'image Computer vision Synthèse d'image et réalité virtuelle Topology (chemistry)Skeleton Mathematics ComputingMethodologies_COMPUTERGRAPHICS business.industry 3D reconstruction Perspective (graphical)020207 software engineering Vision par ordinateur et reconnaissance de formes Intelligence artificielle [SPI.TRON] Engineering Sciences [physics]/Electronics [ SPI.TRON ] Engineering Sciences [physics]/Electronics [SPI.TRON]Engineering Sciences [physics]/Electronics [INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV]Shock graphs [INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]graph-edit distance 020201 artificial intelligence & image processing Topological skeleton Artificial intelligence Shapes Reconstruction business

description

International audience; The advantage of skeleton-based 3D reconstruction is to completely generate a single 3D object from well chosen views. Having numerous views is necessary for a reliable reconstruction but projections of skeletons lead to different topologies. We reconstruct 3D objects with curved medial axis (whose topology is a tree) from the perspective skeletons on an arbitrary number of calibrated acquisitions. The main contribution is to estimate the 3D skeleton, from multiple images: its topology is chosen as the closest to those of the perspective skeletons on the set of images, which means that the number of topology changes to map the 3D skeleton topology to topologies on images is minimum. This way, the number of matched branches is maximum.

year	journal	country	edition	language
2016-09-25

10.1109/icip.2016.7533120 https://oatao.univ-toulouse.fr/17088/

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