Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting

Mahmoud, N., Cirauqui, I., Hostettler, A., Doignon, C., Soler, L., Marescaux, J., Montiel, J.M.M.: Orbslam-based endoscope tracking and 3d reconstruction. In: Computer-Assisted and Robotic Endoscopy: Third International Workshop, CARE 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Revised Selected Papers 3. pp. 72–83. Springer (2017)

2017

Earlier work this paper cites.

Yifan, W., Serena, F., Wu, S., Öztireli, C., Sorkine-Hornung, O.: Differentiable surface splatting for point-based geometry processing. ACM Transactions on Graphics (TOG) 38

2019

Earlier work this paper cites.

Bae, G., Budvytis, I., Yeung, C.K., Cipolla, R.: Deep multi-view stereo for dense 3d reconstruction from monocular endoscopic video. In: International Conference on Medical Image Computing and Computer-Assisted Intervention. pp. 774–783. Springer (2020)

2020

Earlier work this paper cites.

Stucker, C., Schindler, K.: Resdepth: Learned residual stereo reconstruction. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops. pp. 184–185 (2020)

2020

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: Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th International Conference, Strasbourg, France, September 27–October 1, 2021, Proceedings, Part IV 24. pp. 415–425. Springer (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.

Ozyoruk, K.B., Gokceler, G.I., Bobrow, T.L., Coskun, G., Incetan, K., Almalioglu, Y., Mahmood, F., Curto, E., Perdigoto, L., Oliveira, M., et al.: Endoslam dataset and an unsupervised monocular visual odometry and depth estimation approach for endoscopic videos. Medical image analysis 71

2021

Earlier work this paper cites.

Fang, J., Yi, T., Wang, X., Xie, L., Zhang, X., Liu, W., Nießner, M., Tian, Q.: Fast dynamic radiance fields with time-aware neural voxels. In: SIGGRAPH Asia 2022 Conference Papers. pp. 1–9 (2022)

2022

Earlier work this paper cites.

Shao, S., Pei, Z., Chen, W., Zhu, W., Wu, X., Sun, D., Zhang, B.: Self-supervised monocular depth and ego-motion estimation in endoscopy: Appearance flow to the rescue. Medical image analysis 77

2022

Earlier work this paper cites.

Wang, Y., Long, Y., Fan, S.H., Dou, Q.: Neural rendering for stereo 3d reconstruction of deformable tissues in robotic surgery. In: International Conference on Medical Image Computing and Computer-Assisted Intervention. pp. 431–441. Springer (2022)

2022

Cited alongside, same era.

Barbed, O.L., Montiel, J.M., Fua, P., Murillo, A.C.: Tracking adaptation to improve superpoint for 3d reconstruction in endoscopy. In: International Conference on Medical Image Computing and Computer-Assisted Intervention. pp. 583–593. Springer (2023)

2023

Cited alongside, same era.

Cao, A., Johnson, J.: Hexplane: A fast representation for dynamic scenes. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. pp. 130–141 (2023)

2023

Cited alongside, same era.

Chung, J., Oh, J., Lee, K.M.: Depth-regularized optimization for 3d gaussian splatting in few-shot images. arXiv preprint arXiv:2311.13398 (2023)

Original

2023

Cited alongside, same era.

Wu, G., Yi, T., Fang, J., Xie, L., Zhang, X., Wei, W., Liu, W., Tian, Q., Xinggang, W.: 4d gaussian splatting for real-time dynamic scene rendering. arXiv preprint arXiv:2310.08528 (2023)

Original

2023

Later among the works it cites.

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

Original

2023

Later among the works it cites.

Zha, R., Cheng, X., Li, H., Harandi, M., Ge, Z.: Endosurf: Neural surface reconstruction of deformable tissues with stereo endoscope videos. In: International Conference on Medical Image Computing and Computer-Assisted Intervention. pp. 13–23. Springer (2023)

2023

Later among the works it cites.

Zia, A., Bhattacharyya, K., Liu, X., Berniker, M., Wang, Z., Nespolo, R., Kondo, S., Kasai, S., Hirasawa, K., Liu, B., et al.: Surgical tool classification and localization: results and methods from the miccai 2022 surgtoolloc challenge. arXiv preprint arXiv:2305.07152 (2023)

Original

2023