EndoGS: Deformable Endoscopic Tissues Reconstruction with Gaussian Splatting

Scott, D.J., Cendan, J.C., Pugh, C.M., Minter, R.M., Dunnington, G.L., Kozar, R.A.: The changing face of surgical education: simulation as the new paradigm. Journal of Surgical Research (2008)

2008

Earlier work this paper cites.

Newcombe, R.A., Fox, D., Seitz, S.M.: Dynamicfusion: Reconstruction and tracking of non-rigid scenes in real-time. In: CVPR (2015)

2015

Earlier work this paper cites.

Schonberger, J.L., Frahm, J.M.: Structure-from-motion revisited. In: CVPR (2016)

2016

Earlier work this paper cites.

Song, J., Wang, J., Zhao, L., Huang, S., Dissanayake, G.: Dynamic reconstruction of deformable soft-tissue with stereo scope in minimal invasive surgery. RA-L (2017)

2017

Earlier work this paper cites.

Chen, L., Tang, W., John, N.W., Wan, T.R., Zhang, J.J.: Slam-based dense surface reconstruction in monocular minimally invasive surgery and its application to augmented reality. Computer methods and programs in biomedicine (2018)

2018

Earlier work this paper cites.

Gao, W., Tedrake, R.: Surfelwarp: Efficient non-volumetric single view dynamic reconstruction. arXiv:1904.13073 (2019)

Original

2019

Earlier work this paper cites.

Shin, C., Ferguson, P.W., Pedram, S.A., Ma, J., Dutson, E.P., Rosen, J.: Autonomous tissue manipulation via surgical robot using learning based model predictive control. In: ICRA (2019)

2019

Earlier work this paper cites.

Zhou, H., Jagadeesan, J.: Real-time dense reconstruction of tissue surface from stereo optical video. TMI (2019)

2019

Earlier work this paper cites.

Li, Y., Richter, F., Lu, J., Funk, E.K., Orosco, R.K., Zhu, J., Yip, M.C.: Super: A surgical perception framework for endoscopic tissue manipulation with surgical robotics. RA-L (2020)

2020

Earlier work this paper cites.

Li, Z., Liu, X., Drenkow, N., Ding, A., Creighton, F.X., Taylor, R.H., Unberath, M.: Revisiting stereo depth estimation from a sequence-to-sequence perspective with transformers. In: ICCV (2021)

2021

Earlier work this paper cites.

Long, Y., Li, Z., Yee, C.H., Ng, C.F., Taylor, R.H., Unberath, M., Dou, Q.: E-dssr: efficient dynamic surgical scene reconstruction with transformer-based stereoscopic depth perception. In: MICCAI (2021)

2021

Earlier work this paper cites.

Lu, J., Jayakumari, A., Richter, F., Li, Y., Yip, M.C.: Super deep: A surgical perception framework for robotic tissue manipulation using deep learning for feature extraction. In: ICRA (2021)

2021

Earlier work this paper cites.

Mildenhall, B., Srinivasan, P.P., Tancik, M., Barron, J.T., Ramamoorthi, R., Ng, R.: Nerf: Representing scenes as neural radiance fields for view synthesis. Communications of the ACM 65

2021

Earlier work this paper cites.

Park, K., Sinha, U., Barron, J.T., Bouaziz, S., Goldman, D.B., Seitz, S.M., Martin-Brualla, R.: Nerfies: Deformable neural radiance fields. In: ICCV (2021)

2021

Earlier work this paper cites.

Pumarola, A., Corona, E., Pons-Moll, G., Moreno-Noguer, F.: D-nerf: Neural radiance fields for dynamic scenes. In: CVPR (2021)

2021

Cited alongside, same era.

Recasens, D., Lamarca, J., Fácil, J.M., Montiel, J., Civera, J.: Endo-depth-and-motion: Reconstruction and tracking in endoscopic videos using depth networks and photometric constraints. RA-L (2021)

2021

Cited alongside, same era.

Zhou, H., Jayender, J.: Emdq-slam: Real-time high-resolution reconstruction of soft tissue surface from stereo laparoscopy videos. In: MICCAI (2021)

2021

Cited alongside, same era.

Wang, Y., Long, Y., Fan, S.H., Dou, Q.: Neural rendering for stereo 3d reconstruction of deformable tissues in robotic surgery. In: MICCAI (2022)

2022

Cited alongside, same era.

Cao, A., Johnson, J.: Hexplane: A fast representation for dynamic scenes. In: CVPR (2023)

2023

Yang, C., Wang, K., Wang, Y., Yang, X., Shen, W.: Neural lerplane representations for fast 4d reconstruction of deformable tissues. arXiv:2305.19906 (2023)

Original

2023

Later among the works it cites.

Yang, Z., Yang, H., Pan, Z., Zhu, X., Zhang, L.: Real-time photorealistic dynamic scene representation and rendering with 4d gaussian splatting. arXiv 2310.10642 (2023)

2023

Later among the works it cites.

Yang, Z., Gao, X., Zhou, W., Jiao, S., Zhang, Y., Jin, X.: Deformable 3d gaussians for high-fidelity monocular dynamic scene reconstruction. arXiv:2309.13101 (2023)

Original

2023

Later among the works it cites.

Bonilla, S., Zhang, S., Psychogyios, D., Stoyanov, D., Vasconcelos, F., Bano, S.: Gaussian pancakes: Geometrically-regularized 3d gaussian splatting for realistic endoscopic reconstruction. arXiv preprint arXiv:2404.06128 (2024)

Original

2024

Closest in time.