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Published in: International Journal of Computer Assisted Radiology and Surgery 3/2017

09-12-2016 | Original Article

Handling topological changes during elastic registration

Application to augmented reality in laparoscopic surgery

Authors: Christoph J. Paulus, Nazim Haouchine, Seong-Ho Kong, Renato Vianna Soares, David Cazier, Stephane Cotin

Published in: International Journal of Computer Assisted Radiology and Surgery | Issue 3/2017

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Abstract

Purpose

Locating the internal structures of an organ is a critical aspect of many surgical procedures. Minimally invasive surgery, associated with augmented reality techniques, offers the potential to visualize inner structures, allowing for improved analysis, depth perception or for supporting planning and decision systems.

Methods

Most of the current methods dealing with rigid or non-rigid augmented reality make the assumption that the topology of the organ is not modified. As surgery relies essentially on cutting and dissection of anatomical structures, such methods are limited to the early stages of the surgery.
We solve this shortcoming with the introduction of a method for physics-based elastic registration using a single view from a monocular camera. Singularities caused by topological changes are detected and propagated to the preoperative model. This significantly improves the coherence between the actual laparoscopic view and the model and provides added value in terms of navigation and decision-making, e.g., by overlaying the internal structures of an organ on the laparoscopic view.

Results

Our real-time augmentation method is assessed on several scenarios, using synthetic objects and real organs. In all cases, the impact of our approach is demonstrated, both qualitatively and quantitatively (http://​www.​open-cas.​org/​?​q=​PaulusIJCARS16).

Conclusion

The presented approach tackles the challenge of localizing internal structures throughout a complete surgical procedure, even after surgical cuts. This information is crucial for surgeons to improve the outcome for their surgical procedure and avoid complications.

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Appendix
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Literature
1.
go back to reference Agudo A, Calvo B, Montiel J (2012) Finite element based sequential bayesian non-rigid structure from motion. In: Computer vision and pattern recognition (CVPR), pp 1418–1425. IEEE Agudo A, Calvo B, Montiel J (2012) Finite element based sequential bayesian non-rigid structure from motion. In: Computer vision and pattern recognition (CVPR), pp 1418–1425. IEEE
2.
go back to reference Bartoli A, Zisserman A (2004) Direct estimation of non-rigid registrations. In: British machine vision conference, pp 899–908. BMVA Bartoli A, Zisserman A (2004) Direct estimation of non-rigid registrations. In: British machine vision conference, pp 899–908. BMVA
3.
go back to reference Bielser D, Glardon P, Teschner M, Gross M (2004) A state machine for real-time cutting of tetrahedral meshes. Graph Models 66(6):398–417CrossRef Bielser D, Glardon P, Teschner M, Gross M (2004) A state machine for real-time cutting of tetrahedral meshes. Graph Models 66(6):398–417CrossRef
4.
go back to reference Diana M, Halvax P, Mertz D, Legner A, Brulé J-M, Robinet E, Mutter D, Pessaux P, Marescaux J (2015) Improving echo-guided procedures using an ultrasound-CT image fusion system. Surg Innov 22(3):217–222CrossRefPubMed Diana M, Halvax P, Mertz D, Legner A, Brulé J-M, Robinet E, Mutter D, Pessaux P, Marescaux J (2015) Improving echo-guided procedures using an ultrasound-CT image fusion system. Surg Innov 22(3):217–222CrossRefPubMed
5.
go back to reference Feldmar J, Ayache N, Betting F (1995) 3D–2D projective registration of free-form curves and surfaces. In: Computer vision, pp. 549–556. IEEE Feldmar J, Ayache N, Betting F (1995) 3D–2D projective registration of free-form curves and surfaces. In: Computer vision, pp. 549–556. IEEE
6.
go back to reference Ferrant M, Nabavi A, Macq B, Black PM, Jolesz FA, Kikinis R, Warfield SK (2002) Serial registration of intraoperative mr images of the brain. Med Image Anal 6(4):337–359CrossRefPubMed Ferrant M, Nabavi A, Macq B, Black PM, Jolesz FA, Kikinis R, Warfield SK (2002) Serial registration of intraoperative mr images of the brain. Med Image Anal 6(4):337–359CrossRefPubMed
7.
go back to reference Haouchine N, Dequidt J, Berger M-O, Cotin S (2014) Single view augmentation of 3D elastic objects. In: Mixed and augmented reality (ISMAR), pp 229–236 Haouchine N, Dequidt J, Berger M-O, Cotin S (2014) Single view augmentation of 3D elastic objects. In: Mixed and augmented reality (ISMAR), pp 229–236
8.
go back to reference Haouchine N, Dequidt J, Kerrien E, Berger M-O, Cotin S (2012) Physics-based augmented reality for 3D deformable object. VRIPHYS Virtual Real Interact Phys Simul. Darmstadt, Germany, pp 31–38 Haouchine N, Dequidt J, Kerrien E, Berger M-O, Cotin S (2012) Physics-based augmented reality for 3D deformable object. VRIPHYS Virtual Real Interact Phys Simul. Darmstadt, Germany, pp 31–38
9.
go back to reference Haouchine N, Dequidt J, Peterlik I, Kerrien E, Berger M-O, Cotin S (2013) Image-guided simulation of heterogeneous tissue deformation for augmented reality during hepatic surgery. In: IEEE international symposium on mixed and augmented reality (ISMAR), pp 199–208 Haouchine N, Dequidt J, Peterlik I, Kerrien E, Berger M-O, Cotin S (2013) Image-guided simulation of heterogeneous tissue deformation for augmented reality during hepatic surgery. In: IEEE international symposium on mixed and augmented reality (ISMAR), pp 199–208
10.
go back to reference Kass M, Witkin A, Terzopoulos D (1988) Snakes: active contour models. Int J Comput Vis 1(4):321–331CrossRef Kass M, Witkin A, Terzopoulos D (1988) Snakes: active contour models. Int J Comput Vis 1(4):321–331CrossRef
11.
go back to reference Koschier D, Lipponer S, Bender J (2014) Adaptive tetrahedral meshes for brittle fracture simulation. In: Proceedings of the ACM SIGGRAPH/eurographics symposium on computer animation, pp 57–66 Koschier D, Lipponer S, Bender J (2014) Adaptive tetrahedral meshes for brittle fracture simulation. In: Proceedings of the ACM SIGGRAPH/eurographics symposium on computer animation, pp 57–66
12.
go back to reference Leizea I, Álvarez H, Aguinaga I, Borro D (2014) Real-time deformation, registration and tracking of solids based on physical simulation. In: Mixed and augmented reality (ISMAR), pp 165–170 Leizea I, Álvarez H, Aguinaga I, Borro D (2014) Real-time deformation, registration and tracking of solids based on physical simulation. In: Mixed and augmented reality (ISMAR), pp 165–170
13.
go back to reference Malti A, Hartley R, Bartoli A, Kim J-H (2013) Monocular template-based 3D reconstruction of extensible surfaces with local linear elasticity. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 1522–1529 Malti A, Hartley R, Bartoli A, Kim J-H (2013) Monocular template-based 3D reconstruction of extensible surfaces with local linear elasticity. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 1522–1529
14.
go back to reference Moreno-Noguer F, Salzmann M, Lepetit V, Fua P (2009) Capturing 3D stretchable surfaces from single images in closed form. In: Computer vision and pattern recognition CVPR, pp 1842–1849 Moreno-Noguer F, Salzmann M, Lepetit V, Fua P (2009) Capturing 3D stretchable surfaces from single images in closed form. In: Computer vision and pattern recognition CVPR, pp 1842–1849
15.
go back to reference Nicolau S, Soler L, Mutter D, Marescaux J (2011) Augmented reality in laparoscopic surgical oncology. Surg Oncol 20(3):189–201CrossRefPubMed Nicolau S, Soler L, Mutter D, Marescaux J (2011) Augmented reality in laparoscopic surgical oncology. Surg Oncol 20(3):189–201CrossRefPubMed
16.
go back to reference Nienhuys H-W, van der Stappen AF (2001) A surgery simulation supporting cuts and finite element deformation. In: International conference on medical image computing and computer-assisted intervention, pp 145–152 Nienhuys H-W, van der Stappen AF (2001) A surgery simulation supporting cuts and finite element deformation. In: International conference on medical image computing and computer-assisted intervention, pp 145–152
17.
go back to reference Paulus CJ, Haouchine N, Cazier D, Cotin S (2015) Augmented reality during cutting and tearing of deformable objects. In: Mixed and augmented reality (ISMAR), pp 54–59 Paulus CJ, Haouchine N, Cazier D, Cotin S (2015) Augmented reality during cutting and tearing of deformable objects. In: Mixed and augmented reality (ISMAR), pp 54–59
18.
go back to reference Paulus CJ, Haouchine N, Cazier D, Cotin S (2015) Surgical augmented reality with topological changes. In: International conference on medical image computing and computer-assisted intervention Paulus CJ, Haouchine N, Cazier D, Cotin S (2015) Surgical augmented reality with topological changes. In: International conference on medical image computing and computer-assisted intervention
19.
go back to reference Paulus CJ, Untereiner L, Courtecuisse H, Cotin S, Cazier D (2015) Virtual cutting of deformable objects based on efficient topological operations. Vis Comput 31(6–8):831–841CrossRef Paulus CJ, Untereiner L, Courtecuisse H, Cotin S, Cazier D (2015) Virtual cutting of deformable objects based on efficient topological operations. Vis Comput 31(6–8):831–841CrossRef
20.
go back to reference Petit A, Lippiello V, Siciliano B (2015) Real-time tracking of 3D elastic objects with an RGB-D sensor. In: Intelligent robots and systems (IROS), pp 3914–3921 Petit A, Lippiello V, Siciliano B (2015) Real-time tracking of 3D elastic objects with an RGB-D sensor. In: Intelligent robots and systems (IROS), pp 3914–3921
21.
go back to reference Petit A, Lippiello V, Siciliano B (2015) Tracking fractures of deformable objects in real-time with an RGB-D sensor. In: International conference on 3D vision (3DV), pp 632–639 Petit A, Lippiello V, Siciliano B (2015) Tracking fractures of deformable objects in real-time with an RGB-D sensor. In: International conference on 3D vision (3DV), pp 632–639
22.
go back to reference Pilet J, Lepetit V, Fua P (2008) Fast non-rigid surface detection, registration and realistic augmentation. Int J Comput Vis 76(2):109–122CrossRef Pilet J, Lepetit V, Fua P (2008) Fast non-rigid surface detection, registration and realistic augmentation. Int J Comput Vis 76(2):109–122CrossRef
23.
go back to reference Pratt P, Stoyanov D, Visentini-Scarzanella M, Yang G-Z (2010) Dynamic guidance for robotic surgery using image-constrained biomechanical models. In: Medical image computing and computer-assisted intervention (MICCAI), pp 77–85 Pratt P, Stoyanov D, Visentini-Scarzanella M, Yang G-Z (2010) Dynamic guidance for robotic surgery using image-constrained biomechanical models. In: Medical image computing and computer-assisted intervention (MICCAI), pp 77–85
24.
go back to reference Salzmann M, Fua P (2011) Linear local models for monocular reconstruction of deformable surfaces. Pattern Anal Mach Intell 33(5):931–944CrossRef Salzmann M, Fua P (2011) Linear local models for monocular reconstruction of deformable surfaces. Pattern Anal Mach Intell 33(5):931–944CrossRef
25.
go back to reference Salzmann M, Pilet J, Ilic S, Fua P (2007) Surface deformation models for nonrigid 3D shape recovery. IEEE Trans Pattern Anal Mach Intell 29(8):1481–1487CrossRefPubMed Salzmann M, Pilet J, Ilic S, Fua P (2007) Surface deformation models for nonrigid 3D shape recovery. IEEE Trans Pattern Anal Mach Intell 29(8):1481–1487CrossRefPubMed
26.
go back to reference Sifakis E, Barbic J (2012) Fem simulation of 3D deformable solids: a practitioner’s guide to theory, discretization and model reduction. In: ACM SIGGRAPH 2012 courses, p 20 Sifakis E, Barbic J (2012) Fem simulation of 3D deformable solids: a practitioner’s guide to theory, discretization and model reduction. In: ACM SIGGRAPH 2012 courses, p 20
27.
go back to reference Suwelack S (2013) Real-time biomechanical modeling for intraoperative soft tissue registration. Karlsruhe Institute of Technology – Scientific Publishing, Karlsruhe Suwelack S (2013) Real-time biomechanical modeling for intraoperative soft tissue registration. Karlsruhe Institute of Technology – Scientific Publishing, Karlsruhe
28.
go back to reference Suwelack S, Röhl S, Bodenstedt S, Reichard D, Dillmann R, dos Santos T, Maier-Hein L, Wagner M, Wünscher J, Kenngott H, Müller BP, Speidel S (2014) Physics-based shape matching for intraoperative image guidance. Med Phys 41(11):111901CrossRefPubMed Suwelack S, Röhl S, Bodenstedt S, Reichard D, Dillmann R, dos Santos T, Maier-Hein L, Wagner M, Wünscher J, Kenngott H, Müller BP, Speidel S (2014) Physics-based shape matching for intraoperative image guidance. Med Phys 41(11):111901CrossRefPubMed
29.
go back to reference Wu J, Westermann R, Dick C (2014a). Physically-based simulation of cuts in deformable bodies: a survey. In: Eurographics state-of-the-art report Wu J, Westermann R, Dick C (2014a). Physically-based simulation of cuts in deformable bodies: a survey. In: Eurographics state-of-the-art report
30.
go back to reference Wu J, Westermann R, Dick C (2014) Real-time haptic cutting of high resolution soft tissues. Stud Health Technol Inform (Proc Med Meets Virtual Real) 196:469–475 Wu J, Westermann R, Dick C (2014) Real-time haptic cutting of high resolution soft tissues. Stud Health Technol Inform (Proc Med Meets Virtual Real) 196:469–475
Metadata
Title
Handling topological changes during elastic registration
Application to augmented reality in laparoscopic surgery
Authors
Christoph J. Paulus
Nazim Haouchine
Seong-Ho Kong
Renato Vianna Soares
David Cazier
Stephane Cotin
Publication date
09-12-2016
Publisher
Springer International Publishing
Published in
International Journal of Computer Assisted Radiology and Surgery / Issue 3/2017
Print ISSN: 1861-6410
Electronic ISSN: 1861-6429
DOI
https://doi.org/10.1007/s11548-016-1502-4

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