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ToF/RGB Sensor Fusion for Augmented 3D Endoscopy using a Fully Automatic Calibration Scheme

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Bildverarbeitung für die Medizin 2012

Part of the book series: Informatik aktuell ((INFORMAT))

Abstract

Three-dimensional Endoscopy is an evolving field of research and offers great benefits for minimally invasive procedures. Besides the pure topology, color texture is an inevitable feature to provide an optimal visualization. Therefore, in this paper, we propose a sensor fusion of a Time-of-Flight (ToF) and an RGB sensor. This requires an intrinsic and extrinsic calibration of both cameras. In particular, the low resolution of the ToF camera (64×50 px) and inhomogeneous illumination precludes the use of standard calibration techniques. By enhancing the image data the use of self-encoded markers for automatic checkerboard detection, a re-projection error of less than 0.23 px for the ToF camera was achieved. The relative transformation of both sensors for data fusion was calculated in an automatic manner.

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References

  1. Rühl S, Bodenstedt S, Suwelack S, et al. Real-time surface reconstruction from stereo endoscopic images for intraoperative registration. Proc SPIE. 2011;7964:14.

    Google Scholar 

  2. Mersmann S, Müller M, Seitel A, et al. Time-of-flight camera technique for augmented reality in computer-assisted interventions. Proc SPIE. 2011;7964:2C.

    Google Scholar 

  3. Penne J, Schaller C, Engelbrecht R, et al. Laparoscopic quantitative 3D endoscopy for image guided surgery. Proc BVM. 2010; p. 16–20.

    Google Scholar 

  4. Gudmundsson SA, Sveinsson JR. TOF-CCD image fusion using complex wavelets. Proc ICASSP. 2011; p. 1557–60.

    Google Scholar 

  5. Lindner M, Kolb A. Data-fusion of PMD-based distance-information and high- resolution RGB-images. Proc ISSCS. 2007;1:121–4.

    Google Scholar 

  6. Forman C, Aksoy M, Hornegger J, et al. Self-encoded marker for optical prospective head motion correction in MRI. Med Image Anal. 2011;15(5):708–19.

    Article  Google Scholar 

  7. Malin DF. Unsharp masking. AAS Photo-Bulletin. 1977;16:10–3.

    Google Scholar 

  8. Zhang Z. A flexible new technique for camera calibration. IEEE Trans Pattern Anal Mach Intell. 1998;22:1330–4.

    Article  Google Scholar 

  9. Horn BKP. Closed-form solution of absolute orientation using unit quaternions. J Opt Soc Am A. 1987;4(4):629–42.

    Article  MathSciNet  Google Scholar 

  10. Studholme C, Hill DLG, Hawkes DJ. An overlap invariant entropy measure of 3D medical image alignment. Pattern Recognit. 1999;32(1):71–86.

    Article  Google Scholar 

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Correspondence to Sven Haase .

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© 2012 Springer-Verlag Berlin Heidelberg

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Haase, S., Forman, C., Kilgus, T., Bammer, R., Maier-Hein, L., Hornegger, J. (2012). ToF/RGB Sensor Fusion for Augmented 3D Endoscopy using a Fully Automatic Calibration Scheme. In: Tolxdorff, T., Deserno, T., Handels, H., Meinzer, HP. (eds) Bildverarbeitung für die Medizin 2012. Informatik aktuell. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28502-8_21

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