A triangular radial cubic spline deformation model for efficient 3D beating heart tracking

Bo Yang 1 Chao Liu 2 Keli Huang 1 Wenfeng Zheng 1
1 UESTC - University of Electronic Science and Technology of China
2 DEXTER - Conception et commande de robots pour la manipulation
LIRMM - Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier
Abstract : A novel deformable model is proposed for efficient 3D visual tracking of beating heart. The model is parameterized by the 3D coordinates of four control points: the three vertices and the circumcenter of a triangular target region. Nonlinear deformation on heart surfaces is handled by cubic spline interpolation based on radial pixel distances from the circumcenter. With a pre-computable design matrix, the model can be represented efficiently by a simple matrix equation. An iterative algorithm is developed based on the efficient second-order minimization to compute model parameters at each frame. The proposed tracking method is validated on the stereo-endoscopic videos of phantom heart and in vivo heart that are recorded by the da Vinci ® surgical system.
Keywords : Beating heart tracking
Type de document :
Article dans une revue
Signal, Image and Video Processing, Springer Verlag, 2017, 11 (7), pp.1329-1336. 〈10.1007/s11760-017-1090-y〉
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https://hal-lirmm.ccsd.cnrs.fr/lirmm-01624764
Contributeur : Chao Liu <>
Soumis le : jeudi 26 octobre 2017 - 16:57:02
Dernière modification le : mercredi 5 septembre 2018 - 10:54:01

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LIRMM | DEXTER | MIPS | UNIV-MONTPELLIER

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Bo Yang, Chao Liu, Keli Huang, Wenfeng Zheng. A triangular radial cubic spline deformation model for efficient 3D beating heart tracking. Signal, Image and Video Processing, Springer Verlag, 2017, 11 (7), pp.1329-1336. 〈10.1007/s11760-017-1090-y〉. 〈lirmm-01624764〉

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