[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 …

Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge

S Ali, N Ghatwary, D Jha, E Isik-Polat, G Polat… - Scientific Reports, 2024 - nature.com
Polyps are well-known cancer precursors identified by colonoscopy. However, variability in
their size, appearance, and location makes the detection of polyps challenging. Moreover …

Lightneus: Neural surface reconstruction in endoscopy using illumination decline

VM Batlle, JMM Montiel, P Fua, JD Tardós - International Conference on …, 2023 - Springer
We propose a new approach to 3D reconstruction from sequences of images acquired by
monocular endoscopes. It is based on two key insights. First, endoluminal cavities are …

SimCol3D—3D reconstruction during colonoscopy challenge

A Rau, S Bano, Y Jin, P Azagra, J Morlana… - Medical Image …, 2024 - Elsevier
Colorectal cancer is one of the most common cancers in the world. While colonoscopy is an
effective screening technique, navigating an endoscope through the colon to detect polyps …

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 …

Bimodal camera pose prediction for endoscopy

A Rau, B Bhattarai, L Agapito… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deducing the 3D structure of endoscopic scenes from images is exceedingly challenging. In
addition to deformation and view-dependent lighting, tubular structures like the colon …

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 …

Nr-slam: Non-rigid monocular slam

JJG Rodríguez, JMM Montiel… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this paper we present NR-SLAM, a novel non-rigid monocular SLAM system founded on
the combination of a Dynamic Deformation Graph with a Visco-Elastic deformation model …

[HTML][HTML] A temporal learning approach to inpainting endoscopic specularities and its effect on image correspondence

R Daher, F Vasconcelos, D Stoyanov - Medical Image Analysis, 2023 - Elsevier
Video streams are utilised to guide minimally-invasive surgery and diagnosis in a wide
range of procedures, and many computer-assisted techniques have been developed to …

Superpoint features in endoscopy

OL Barbed, F Chadebecq, J Morlana… - MICCAI Workshop on …, 2022 - Springer
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 …