01/2 3D reconstruction from endoscopic video sequences
Real-time quantitative measurements and 3D visualisation during
endoscopic surgery can provide the clinician with valuable additional
information. The goal is to use the endoscope rather as imaging device than
just as a keyhole!
Providing this additional information without adding another tool to the
operating scene and without demanding more training for the surgeon is
another important aspect (less cost, less risk, shorter surgery).
In a first step we want to work on scenes where something can be tracked
rigidly such as in orthopedic or even neurosurgical surgery. In a second
phase we might consider to bring this technology to more complex scenes
where deformations can occur. But we will restrict ourselves to the case
where this motion and deformation can be parameterised.
Once the relationship between the target anatomy, the tools and the
preoperative model is established, it is also possible to create a
see-through patient with Augmented Reality techniques so the surgeon has all
information in the same display.
This project is a joint project between the Computer Vision Lab at the
ETH Zurich and the Virtual Reality and Active Interfaces Group at the EPF
Lausanne.
- Navigation and referencing using endoscopes (Fig. 1)
The target anatomy can be tracked optically using the endoscope, which
is again tracked by the same system as the surgeon's tools. As the
transformation bewteen camera and tracking system is known, the target is
also tracked globally. This allows to navigate easily inside the human body
without direct sight on the target. The whole system can be calibrated
within a few minutes to reach best possible accuracy for each surgery.
- Model update (Fig. 2)
If the pre-operative model is available in advance (such as CT/MRI),
the model built from the tracked endoscope can be per-operatively updated
and improved and also helps to better initialize the system.
- Setup
The setup consists of a distortion free endoscope mounted on a digital
camera (firewire) which is tracked by the optical tracking system (Atracsys)
giving a highly accurate idea of the camera's pose. After a calibration step
using Hand-Eye calibration techniques we know the relationship between the
camera's image plane and the tracked marker attached to the camera which
allows us to compute precise 3D reconstruction. The surgeon's tools are
equally tracked by the tracking system and therefore all necessary
transformations between all involved parts are known allowing for navigation
and referencing.
A complete software package is already finished, allowing to see the real
scene as a 3D model in a virtual world and at the same time the view through
the endoscope and processed information.
Last update of project infos on 2009-05-19.
|