Computer vision in the surgical operating room
Background: Multiple types of surgical cameras are used in modern surgical practice and
provide a rich visual signal that is used by surgeons to visualize the clinical site and make …
provide a rich visual signal that is used by surgeons to visualize the clinical site and make …
Neural rendering for stereo 3d reconstruction of deformable tissues in robotic surgery
Reconstruction of the soft tissues in robotic surgery from endoscopic stereo videos is
important for many applications such as intra-operative navigation and image-guided robotic …
important for many applications such as intra-operative navigation and image-guided robotic …
E-dssr: efficient dynamic surgical scene reconstruction with transformer-based stereoscopic depth perception
Reconstructing the scene of robotic surgery from the stereo endoscopic video is an
important and promising topic in surgical data science, which potentially supports many …
important and promising topic in surgical data science, which potentially supports many …
A geometry-aware deep network for depth estimation in monocular endoscopy
Monocular depth estimation is critical for endoscopists to perform spatial perception and 3D
navigation of surgical sites. However, most of the existing methods ignore the important …
navigation of surgical sites. However, most of the existing methods ignore the important …
Deform3dgs: Flexible deformation for fast surgical scene reconstruction with gaussian splatting
Tissue deformation poses a key challenge for accurate surgical scene reconstruction.
Despite yielding high reconstruction quality, existing methods suffer from slow rendering …
Despite yielding high reconstruction quality, existing methods suffer from slow rendering …
Endogaussian: Gaussian splatting for deformable surgical scene reconstruction
Reconstructing deformable tissues from endoscopic stereo videos is essential in many
downstream surgical applications. However, existing methods suffer from slow inference …
downstream surgical applications. However, existing methods suffer from slow inference …
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 …
role in an increasing number of medical applications. Endoscopes used in the clinic are …
Superpoint features in endoscopy
There is often a significant gap between research results and applicability in routine medical
practice. This work studies the performance of well-known local features on a medical …
practice. This work studies the performance of well-known local features on a medical …
Adversarial domain feature adaptation for bronchoscopic depth estimation
Depth estimation from monocular images is an important task in localization and 3D
reconstruction pipelines for bronchoscopic navigation. Various supervised and self …
reconstruction pipelines for bronchoscopic navigation. Various supervised and self …
RIDE: Self-supervised learning of rotation-equivariant keypoint detection and invariant description for endoscopy
Unlike in natural images, in endoscopy there is no clear notion of an up-right camera
orientation. Endoscopic videos therefore often contain large rotational motions, which …
orientation. Endoscopic videos therefore often contain large rotational motions, which …