Fast model-image registration using a two-dimensional distance map for surgical navigation system

Yumi Iwashita, Ryo Kurazume, Kozo Konishi, Masahiko Nakamoto, Naoki Aburaya, Yoshinobu Sato, Makoto Hashizume, Tsutomu Hasegawa

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

This paper presents a new registration algorithm of two-dimensional (2-D) color images and 3-D geometric models for the navigation system of a surgical robot. A 2-D-3-D registration procedure is used to precisely superimpose a tumor model on an endoscopic image and is, therefore, indispensable for the surgical navigation system. Thus, the performance of the 2-D-3-D registration procedure influences directly the usability of the surgical robot operating system. One of the typical techniques that has been developed is the use of external markers. However, the accuracy of this method is reduced by the breathing or heartbeat of the patient, as well as other unknown factors. For precise registration of 3-D models and 2-D images without external markers or special measurement devices, a new registration method is proposed that utilizes the 2-D images and their distance maps as created by the Fast Marching Method. Here, we present results of fundamental experiments performed using simulated models and actual images of the endoscopic operation.

Original languageEnglish
Pages (from-to)751-770
Number of pages20
JournalAdvanced Robotics
Volume21
Issue number7
DOIs
Publication statusPublished - Jun 1 2007

All Science Journal Classification (ASJC) codes

  • Software
  • Control and Systems Engineering
  • Human-Computer Interaction
  • Hardware and Architecture
  • Computer Science Applications

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    Iwashita, Y., Kurazume, R., Konishi, K., Nakamoto, M., Aburaya, N., Sato, Y., Hashizume, M., & Hasegawa, T. (2007). Fast model-image registration using a two-dimensional distance map for surgical navigation system. Advanced Robotics, 21(7), 751-770. https://doi.org/10.1163/156855307780429794