Real-time stereo reconstruction in robotically assisted minimally invasive surgery

D Stoyanov, MV Scarzanella, P Pratt… - … Conference on Medical …, 2010 - Springer
The recovery of 3D tissue structure and morphology during robotic assisted surgery is an
important step towards accurate deployment of surgical guidance and control techniques in …

Deep monocular 3D reconstruction for assisted navigation in bronchoscopy

M Visentini-Scarzanella, T Sugiura, T Kaneko… - International journal of …, 2017 - Springer
Purpose In bronchoschopy, computer vision systems for navigation assistance are an
attractive low-cost solution to guide the endoscopist to target peripheral lesions for biopsy and …

Probabilistic tracking of affine-invariant anisotropic regions

S Giannarou, M Visentini-Scarzanella… - IEEE transactions on …, 2012 - ieeexplore.ieee.org
Despite a wide range of feature detectors developed in the computer vision community over
the years, direct application of these techniques to surgical navigation has shown significant …

Towards a computed-aided diagnosis system in colonoscopy: automatic polyp segmentation using convolution neural networks

…, G Ciuti, J Bernal, M Visentini-Scarzanella… - Journal of Medical …, 2018 - World Scientific
Early diagnosis is essential for the successful treatment of bowel cancers including colorectal
cancer (CRC), and capsule endoscopic imaging with robotic actuation can be a valuable …

Dynamic guidance for robotic surgery using image-constrained biomechanical models

P Pratt, D Stoyanov, M Visentini-Scarzanella… - … Conference on Medical …, 2010 - Springer
The use of physically-based models combined with image constraints for intraoperative
guidance is important for surgical procedures that involve large-scale tissue deformation. A …

Unifying heterogeneous classifiers with distillation

…, M Visentini-Scarzanella - Proceedings of the …, 2019 - openaccess.thecvf.com
In this paper, we study the problem of unifying knowledge from a set of classifiers with
different architectures and target classes into a single classifier, given only a generic set of …

Metric depth recovery from monocular images using shape-from-shading and specularities

M Visentini-Scarzanella, D Stoyanov… - 2012 19th IEEE …, 2012 - ieeexplore.ieee.org
Despite recent advances in modeling the Shape-from-Shading (SFS) problem and its
numerical solution, practical applications have been limited. This is primarily due to the lack of …

From medical images to minimally invasive intervention: computer assistance for robotic surgery

…, KW Kwok, M Visentini-Scarzanella… - … Medical Imaging and …, 2010 - Elsevier
Minimally invasive surgery has been established as an important way forward in surgery for
reducing patient trauma and hospitalization with improved prognosis. The introduction of …

Intra-operative monocular 3D reconstruction for image-guided navigation in active locomotion capsule endoscopy

G Ciuti, M Visentini-Scarzanella, A Dore… - 2012 4th IEEE RAS …, 2012 - ieeexplore.ieee.org
Wireless capsule endoscopy (WCE) can be considered an example of `disruptive technology'
since it represents a bright alternative to traditional diagnostic methodologies. However, …

A hand-held instrument to maintain steady tissue contact during probe-based confocal laser endomicroscopy

…, RC Newton, M Visentini-Scarzanella… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Probe-based confocal laser endomicroscopy (pCLE) provides high-resolution in vivo imaging
for intraoperative tissue characterization. Maintaining a desired contact force between …