[HTML][HTML] Tracking and mapping in medical computer vision: A review

A Schmidt, O Mohareri, S DiMaio, MC Yip… - Medical Image …, 2024 - Elsevier
As computer vision algorithms increase in capability, their applications in clinical systems
will become more pervasive. These applications include: diagnostics, such as colonoscopy …

Efficient deformable tissue reconstruction via orthogonal neural plane

C Yang, K Wang, Y Wang, Q Dou, X Yang… - arXiv preprint arXiv …, 2023 - arxiv.org
Intraoperative imaging techniques for reconstructing deformable tissues in vivo are pivotal
for advanced surgical systems. Existing methods either compromise on rendering quality or …

Endogaussian: Gaussian splatting for deformable surgical scene reconstruction

Y Liu, C Li, C Yang, Y Yuan - arXiv preprint arXiv:2401.12561, 2024 - arxiv.org
Reconstructing deformable tissues from endoscopic stereo videos is essential in many
downstream surgical applications. However, existing methods suffer from slow inference …

Recent Trends in 3D Reconstruction of General Non‐Rigid Scenes

R Yunus, JE Lenssen, M Niemeyer… - Computer Graphics …, 2024 - Wiley Online Library
Reconstructing models of the real world, including 3D geometry, appearance, and motion of
real scenes, is essential for computer graphics and computer vision. It enables the …

3D reconstruction from endoscopy images: A survey

Z Yang, J Dai, J Pan - Computers in Biology and Medicine, 2024 - Elsevier
Three-dimensional reconstruction of images acquired through endoscopes is playing a vital
role in an increasing number of medical applications. Endoscopes used in the clinic are …

Endo-4dgs: Distilling depth ranking for endoscopic monocular scene reconstruction with 4d gaussian splatting

Y Huang, B Cui, L Bai, Z Guo, M Xu, H Ren - arXiv preprint arXiv …, 2024 - arxiv.org
In the realm of robot-assisted minimally invasive surgery, dynamic scene reconstruction can
significantly enhance downstream tasks and improve surgical outcomes. Neural Radiance …

Lgs: A light-weight 4d gaussian splatting for efficient surgical scene reconstruction

H Liu, Y Liu, C Li, W Li, Y Yuan - arXiv preprint arXiv:2406.16073, 2024 - arxiv.org
The advent of 3D Gaussian Splatting (3D-GS) techniques and their dynamic scene modeling
variants, 4D-GS, offers promising prospects for real-time rendering of dynamic surgical …

Deformable endoscopic tissues reconstruction with gaussian splatting

L Zhu, Z Wang, Z Jin, G Lin, L Yu - arXiv preprint arXiv:2401.11535, 2024 - arxiv.org
Surgical 3D reconstruction is a critical area of research in robotic surgery, with recent works
adopting variants of dynamic radiance fields to achieve success in 3D reconstruction of …

Tiavox: Time-aware attenuation voxels for sparse-view 4d dsa reconstruction

Z Zhou, H Zhao, J Fang, D Xiang, L Chen, L Wu… - arXiv preprint arXiv …, 2023 - arxiv.org
Four-dimensional Digital Subtraction Angiography (4D DSA) plays a critical role in the
diagnosis of many medical diseases, such as Arteriovenous Malformations (AVM) and …

EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting

C Li, BY Feng, Y Liu, H Liu, C Wang, W Yu… - arXiv preprint arXiv …, 2024 - arxiv.org
3D reconstruction of biological tissues from a collection of endoscopic images is a key to
unlock various important downstream surgical applications with 3D capabilities. Existing …