activity
20232026
most citedDomain adaptation strategies for 3D reconstruction of the lumbar spine using real fluoroscopy data

12 citations · 23 across the 14 of their papers we have counts for

collaborators

15 papers

cs.CV2026

Electromagnetic Navigation for Femoral Osteotomy Using High-Accuracy X-ray-to-CT Registration

Roman Flepp, Arend Nieuwland, Bastian Sigrist +3

Accurate execution of preoperative plans in corrective femoral osteotomies remains challenging. Current techniques are limited by variable accuracy, invasiveness, and radiation exp…

cs.CV2026

Training-free Detection and 6D Pose Estimation of Unseen Surgical Instruments

Jonas Hein, Lilian Calvet, Matthias Seibold +3

Purpose: Accurate detection and 6D pose estimation of surgical instruments are crucial for many computer-assisted interventions. However, supervised methods lack flexibility for ne…

cs.CV2026

A Multi-View Pipeline and Benchmark Dataset for 3D Hand Pose Estimation in Surgery

Valery Fischer, Alan Magdaleno, Anna-Katharina Calek +8

Purpose: Accurate 3D hand pose estimation supports surgical applications such as skill assessment, robot-assisted interventions, and geometry-aware workflow analysis. However, surg…

cs.CV2025

RocSync: Millisecond-Accurate Temporal Synchronization for Heterogeneous Camera Systems

Jaro Meyer, Frédéric Giraud, Joschua Wüthrich +3

Accurate spatiotemporal alignment of multi-view video streams is essential for a wide range of dynamic-scene applications such as multi-view 3D reconstruction, pose estimation, and…

cs.CV2025

NeuralBoneReg: An Instance-Specific Label-Free Point Cloud-Based Method for Multi-Modal Bone Surface Registration

Luohong Wu, Matthias Seibold, Nicola A. Cavalcanti +5

In computer- and robot-assisted orthopedic surgery (CAOS), patient-specific surgical plans derived from preoperative imaging define target locations and implant trajectories. Durin…

cs.CV2025

Automatic Multi-View X-Ray/CT Registration Using Bone Substructure Contours

Roman Flepp, Leon Nissen, Bastian Sigrist +5

Purpose: Accurate intraoperative X-ray/CT registration is essential for surgical navigation in orthopedic procedures. However, existing methods struggle with consistently achieving…

eess.IV2025

UltraBoneUDF: Self-supervised Bone Surface Reconstruction from Ultrasound Based on Neural Unsigned Distance Functions

Luohong Wu, Matthias Seibold, Nicola A. Cavalcanti +7

Bone surface reconstruction is an essential component of computer-assisted orthopedic surgery(CAOS), forming the foundation for both preoperative planning and intraoperative guidan…

cs.CV2025

IXGS-Intraoperative 3D Reconstruction from Sparse, Arbitrarily Posed Real X-rays

Sascha Jecklin, Aidana Massalimova, Ruyi Zha +4

Spine surgery is a high-risk intervention demanding precise execution, often supported by image-based navigation systems. Recently, supervised learning approaches have gained atten…

eess.IV2025

UltraBones100k: A reliable automated labeling method and large-scale dataset for ultrasound-based bone surface extraction

Luohong Wu, Nicola A. Cavalcanti, Matthias Seibold +8

Ultrasound-based bone surface segmentation is crucial in computer-assisted orthopedic surgery. However, ultrasound images have limitations, including a low signal-to-noise ratio, a…

cs.CV2025

Acquiring Submillimeter-Accurate Multi-Task Vision Datasets for Computer-Assisted Orthopedic Surgery

Emma Most, Jonas Hein, Frédéric Giraud +7

Advances in computer vision, particularly in optical image-based 3D reconstruction and feature matching, enable applications like marker-less surgical navigation and digitization o…

cs.CV2025★ 3 cited

Automatic Calibration of a Multi-Camera System with Limited Overlapping Fields of View for 3D Surgical Scene Reconstruction

Tim Flückiger, Jonas Hein, Valery Fischer +2

The purpose of this study is to develop an automated and accurate external camera calibration method for multi-camera systems used in 3D surgical scene reconstruction (3D-SSR), eli…

cs.HC2024★ 1 cited

Virtual Reality for Immersive Education in Orthopedic Surgery Digital Twins

Jonas Hein, Jan Grunder, Lilian Calvet +4

Virtual Reality technology, when integrated with Surgical Digital Twins (SDTs), offers significant potential in medical training and surgical planning. We present SurgTwinVR, a VR…

cs.CV2024★ 3 cited

Creating a Digital Twin of Spinal Surgery: A Proof of Concept

Jonas Hein, Frédéric Giraud, Lilian Calvet +8

Surgery digitalization is the process of creating a virtual replica of real-world surgery, also referred to as a surgical digital twin (SDT). It has significant applications in var…

cs.CV2024★ 12 cited

Domain adaptation strategies for 3D reconstruction of the lumbar spine using real fluoroscopy data

Sascha Jecklin, Youyang Shen, Amandine Gout +8

This study tackles key obstacles in adopting surgical navigation in orthopedic surgeries, including time, cost, radiation, and workflow integration challenges. Recently, our work X…

cs.CV2023★ 4 cited

Next-generation Surgical Navigation: Marker-less Multi-view 6DoF Pose Estimation of Surgical Instruments

Jonas Hein, Nicola Cavalcanti, Daniel Suter +7

State-of-the-art research of traditional computer vision is increasingly leveraged in the surgical domain. A particular focus in computer-assisted surgery is to replace marker-base…