Vision-based and marker-less surgical tool detection and tracking: a review of the literature

D Bouget, M Allan, D Stoyanov, P Jannin - Medical image analysis, 2017 - Elsevier
In recent years, tremendous progress has been made in surgical practice for example with
Minimally Invasive Surgery (MIS). To overcome challenges coming from deported eye-to …

Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos

CI Nwoye, D Mutter, J Marescaux, N Padoy - International journal of …, 2019 - Springer
Purpose Real-time surgical tool tracking is a core component of the future intelligent
operating room (OR), because it is highly instrumental to analyze and understand the …

3-D pose estimation of articulated instruments in robotic minimally invasive surgery

M Allan, S Ourselin, DJ Hawkes… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Estimating the 3-D pose of instruments is an important part of robotic minimally invasive
surgery for automation of basic procedures as well as providing safety features, such as …

The ignorant led by the blind: A hybrid human–machine vision system for fine-grained categorization

S Branson, G Van Horn, C Wah, P Perona… - International Journal of …, 2014 - Springer
We present a visual recognition system for fine-grained visual categorization. The system is
composed of a human and a machine working together and combines the complementary …

Data-driven visual tracking in retinal microsurgery

R Sznitman, K Ali, R Richa, RH Taylor… - … Image Computing and …, 2012 - Springer
In the context of retinal microsurgery, visual tracking of instruments is a key component of
robotics assistance. The difficulty of the task and major reason why most existing strategies …

Feature classification for tracking articulated surgical tools

A Reiter, PK Allen, T Zhao - … Conference, Nice, France, October 1-5, 2012 …, 2012 - Springer
Tool tracking is an accepted capability for computer-aided surgical intervention which has
numerous applications, both in robotic and manual minimally-invasive procedures. In this …

Real-time multi-guidewire endpoint localization in fluoroscopy images

RQ Li, XL Xie, XH Zhou, SQ Liu, ZL Ni… - … on Medical Imaging, 2021 - ieeexplore.ieee.org
The real-time localization of the guidewire endpoints is a stepping stone to computer-
assisted percutaneous coronary intervention (PCI). However, methods for multi-guidewire …

Forest graph convolutional network for surgical action triplet recognition in endoscopic videos

N Xi, J Meng, J Yuan - … on Circuits and Systems for Video …, 2022 - ieeexplore.ieee.org
Recognizing surgical activities in endoscopic videos is of vital importance for developing
context-aware decision support in the operating room. In this work, we model each surgical …

Real-time localization of articulated surgical instruments in retinal microsurgery

N Rieke, DJ Tan, CA di San Filippo, F Tombari… - Medical image …, 2016 - Elsevier
Real-time visual tracking of a surgical instrument holds great potential for improving the
outcome of retinal microsurgery by enabling new possibilities for computer-aided techniques …

Visually servoing magnetic intraocular microdevices

C Bergeles, BE Kratochvil… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Dexterous manipulation of intraocular microrobotic devices has the potential to significantly
augment ophthalmic surgeons' capabilities. Microrobots can be employed for targeted drug …