[HTML][HTML] Tracking and map** 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 …

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 …

A survey on 3d gaussian splatting

G Chen, W Wang - arxiv preprint arxiv:2401.03890, 2024 - arxiv.org
3D Gaussian splatting (GS) has recently emerged as a transformative technique in the realm
of explicit radiance field and computer graphics. This innovative approach, characterized by …

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

H Liu, Y Liu, C Li, W Li, Y Yuan - International Conference on Medical …, 2024 - Springer
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 …

Efficient deformable tissue reconstruction via orthogonal neural plane

C Yang, K Wang, Y Wang, Q Dou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Intraoperative imaging techniques for reconstructing deformable tissues in vivo are pivotal
for advanced surgical systems. Existing methods either compromise on rendering quality or …

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

C Li, BY Feng, Y Liu, H Liu, C Wang, W Yu… - … Conference on Medical …, 2024 - Springer
Abstract 3D reconstruction of biological tissues from a collection of endoscopic images is a
key to unlock various important downstream surgical applications with 3D capabilities …

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 …

Deform3dgs: Flexible deformation for fast surgical scene reconstruction with gaussian splatting

S Yang, Q Li, D Shen, B Gong, Q Dou, Y ** - International Conference on …, 2024 - Springer
Tissue deformation poses a key challenge for accurate surgical scene reconstruction.
Despite yielding high reconstruction quality, existing methods suffer from slow rendering …

IGEV++: iterative multi-range geometry encoding volumes for stereo matching

G Xu, X Wang, Z Zhang, J Cheng, C Liao… - arxiv preprint arxiv …, 2024 - arxiv.org
Stereo matching is a core component in many computer vision and robotics systems.
Despite significant advances over the last decade, handling matching ambiguities in ill …

Hfgs: 4d gaussian splatting with emphasis on spatial and temporal high-frequency components for endoscopic scene reconstruction

H Zhao, X Zhao, L Zhu, W Zheng, Y Xu - arxiv preprint arxiv:2405.17872, 2024 - arxiv.org
Robot-assisted minimally invasive surgery benefits from enhancing dynamic scene
reconstruction, as it improves surgical outcomes. While Neural Radiance Fields (NeRF) …