Complementary model update: A method for simultaneous registration and stiffness mapping in flexible environments
Complementary model update: A method for simultaneous registration and stiffness mapping in flexible environments
复制标题
补充模型更新:灵活环境中同时配准和刚度映射的方法
DOI:
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发表时间:
2016
期刊:
影响因子:
--
通讯作者:
H. Choset
中科院分区:
文献类型:
--
作者:
Rangaprasad Arun Srivatsan;E. Ayvali;Long Wang;R. Roy;N. Simaan;H. Choset
Registering a surgical tool to an a priori model of the environment is an important first step in computer-aided surgery. In this paper we present an approach for simultaneous registration and stiffness mapping using blind exploration of flexible environments. During contact-based exploration of flexible environments, the physical interaction with the environment can induce local deformation, leading to erroneous registration if not accounted for. To overcome this issue, a new registration method called complementary model update (CMU), is introduced. By incorporating measurements of the contact force, and contact location, we minimize a unique objective function to cancel out the effect of local deformation. We are thus able to acquire the necessary registration parameters using both geometry and stiffness information. The proposed CMU method is evaluated in simulation and using experimental data obtained by probing silicone models and an ex vivo organ.
影响因子:
3.8
作者:
Ji,Songbai;Roberts,DavidW;Hartov,Alex;Paulsen,KeithD
通讯作者:
Paulsen,KeithD