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Constructing Three-Dimensional Models for Surgical Training Simulators

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 10594))

Abstract

New technologies introduced into medicine necessitate training of medical personnel to operate new equipment and techniques. For this purpose, training simulators and educational materials should be provided to the medical staff involved. This work concerns creating 3D model of surgical field for simulators to promote minimally invasive surgery. The paper reports the modes of constructing a photorealistic model of surgical field from endoscopic video streams, SFM, SLAM methods, as well as the problem of surface reconstruction from a point cloud and texture mapping on the constructed model.

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References

  1. Stunt, J.J., Kerkhoffs, G.M.M.J., van Dijk, C.N., Tuijthof, G.J.M.: Validation of the ArthroS virtual reality simulator for arthroscopic skills. Knee Surgery Sports Traumatol. Arthroscopy 23(11), 3436–3442 (2014). doi:10.1007/s00167-014-3101-7

    Article  Google Scholar 

  2. Rasool, S., Sourin, A., Pestrikov, V., Kagda, F.: Modeling arthroscopic camera with haptic devices in image-based virtual environments. In: 2014 IEEE Haptics Symposium (HAPTICS), pp. 403–408. IEEE (2014). doi:10.1109/haptics.2014.6775489

  3. Pestrikov, V., Sourin, A.: Towards making panoramic images in virtual arthroscopy. In: 2013 International Conference on Cyberworlds, pp. 48–51. IEEE (2013). doi:10.1109/cw.2013.29

  4. Rasool, S., Sourin, A.: Image-driven virtual simulation of arthroscopy. Vis. Comput. 29(5), 333–344 (2012). doi:10.1007/s00371-012-0736-6

    Article  Google Scholar 

  5. Hartley, R., Zisserman, A.: Multiple View Geometry in Computer Vision. Cambridge University Press, New York (2003). doi:10.1017/cbo9780511811685

  6. Muja, M., Lowe, D.G.: Fast approximate nearest neighbors with automatic algorithm configuration. In: VISAPP 2009, pp. 331–340 (2009). doi:10.5220/0001787803310340

  7. Fischler, M.A., Bolles, R.C.: Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography. Commun. ACM 24(6), 381–395 (1981). doi:10.1145/358669.358692

    Article  MathSciNet  Google Scholar 

  8. Mur-Artal, R., Montiel, J.M.M., Tardos, J.D.: ORB-SLAM: a versatile and accurate monocular SLAM system. IEEE Trans. Robot. 31(5), 1147–1163 (2015). doi:10.1109/tro.2015.2463671

    Article  Google Scholar 

  9. Rublee, E., Rabaud, V., Konolige, K., Bradski, G.: ORB: an efficient alternative to SIFT or SURF. In: 2011 International Conference on Computer Vision, pp. 2564–2571. IEEE (2011). doi:10.1109/iccv.2011.6126544

  10. Engel, J., Schöps, T., Cremers, D.: LSD-SLAM: large-scale direct monocular SLAM. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) ECCV 2014. LNCS, vol. 8690, pp. 834–849. Springer, Cham (2014). doi:10.1007/978-3-319-10605-2_54

    Google Scholar 

  11. Furukawa, Y., Ponce, J.: Accurate, dense, and robust multiview stereopsis. IEEE Trans. Pattern Anal. Mach. Intell. 32(8), 1362–1376 (2010). doi:10.1109/tpami.2009.161

    Article  Google Scholar 

  12. Furukawa, Y., Ponce, J.: Patch-based multi-view stereo software. http://www.di.ens.fr/pmvs. Accessed 10 June 2017

  13. Kazhdan, M., Bolitho, M., Hoppe, H.: Poisson surface reconstruction. In: Symposium on Geometry Processing, pp. 61–70 (2006)

    Google Scholar 

  14. Burt, P.J., Adelson, E.H.: A multiresolution spline with application to image mosaics. ACM Trans. Graph. 2(4), 217–236 (1983). doi:10.1145/245.247

    Article  Google Scholar 

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Correspondence to Vladimir Pestrikov .

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Gavrilova, M., Klimenko, S., Pestrikov, V., Chernetskiy, A. (2017). Constructing Three-Dimensional Models for Surgical Training Simulators. In: Siuly, S., et al. Health Information Science. HIS 2017. Lecture Notes in Computer Science(), vol 10594. Springer, Cham. https://doi.org/10.1007/978-3-319-69182-4_17

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  • DOI: https://doi.org/10.1007/978-3-319-69182-4_17

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-69181-7

  • Online ISBN: 978-3-319-69182-4

  • eBook Packages: Computer ScienceComputer Science (R0)

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