2-DOF auto-calibration for a 3D endoscope system based on active stereo

For endoscopic medical treatment, measuring the size and shape of lesions, such as tumors, is important. We are developing a 3D endoscope system to measure the shape and size of living tissues based on active stereo. In previous works, our group attached a pattern projector outside the endoscope head. Since this increased the diameter of the endoscope, the burden and the risks of the patients would increase. In this paper, we set the pattern projector inside the instrument channel of the endoscope instead of mounting it outside, so that it can be deployed whenever required. This does not increase the size of the endoscope and facilitates the measuring process. However, since the projector is not physically fixed to the endoscope anymore prior to the operation, we propose an “auto-calibration” technique where extrinsic parameters are calibrated intra-operatively from a point marker on the projector observed simultaneously on the target surface. In the experiment, we show that the external parameters were successfully calibrated to obtain 3D reconstructions properly with the overall systems. The accuracy of the auto-calibration was validated by confirming that the epipolar constraints were kept, and a 3D reconstruction of a human tissue was demonstrated.

[1]  Guang-Zhong Yang,et al.  Intra-operative monocular 3D reconstruction for image-guided navigation in active locomotion capsule endoscopy , 2012, 2012 4th IEEE RAS & EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob).

[2]  Takayuki Okatani,et al.  Shape Reconstruction from an Endoscope Image by Shape from Shading Technique for a Point Light Source at the Projection Center , 1997, Comput. Vis. Image Underst..

[3]  J. M. M. Montiel,et al.  Visual SLAM for Handheld Monocular Endoscope , 2014, IEEE Transactions on Medical Imaging.

[4]  Guang-Zhong Yang,et al.  Real-Time Stereo Reconstruction in Robotically Assisted Minimally Invasive Surgery , 2010, MICCAI.

[5]  T. Nagakura,et al.  The study of three-dimensional measurement from an endoscopic images with stereo matching method , 2006, 2006 World Automation Congress.

[6]  Shinji Tanaka,et al.  Proposal on 3-D endoscope by using grid-based active stereo , 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[7]  Branislav Jaramaz,et al.  A Multi-Image Shape-from-Shading Framework for Near-Lighting Perspective Endoscopes , 2009, International Journal of Computer Vision.

[8]  Guang-Zhong Yang,et al.  Metric depth recovery from monocular images using Shape-from-Shading and specularities , 2012, 2012 19th IEEE International Conference on Image Processing.

[9]  Yasushi Yagi,et al.  Grid-Based Active Stereo with Single-Colored Wave Pattern for Dense One-shot 3D Scan , 2012, 2012 Second International Conference on 3D Imaging, Modeling, Processing, Visualization & Transmission.

[10]  Ryo Furukawa,et al.  Single colour one-shot scan using modified Penrose tiling pattern , 2013, IET Comput. Vis..

[11]  Shinji Tanaka,et al.  Calibration of a 3D endoscopic system based on active stereo method for shape measurement of biological tissues and specimen , 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.