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Mathias Maier

10 accepted papers

2025

Intraoperative Trocar-Based Eyeball Rotation Estimation Using Only 2D Microscope Images

ICRA 2025

In ophthalmic surgery, surgeons or robots manipulate a light probe and an instrument around two separated trocars following sclerotomy to achieve orbital control for eyeball pose adjustment and subsequent surgical tasks referring to microscope frames. However, current methods face significant challe

Cited by 0SourceScholar
2024

Analyzing Accessibility in Robot-Assisted Vitreoretinal Surgery: Integrating Eye Posture and Robot Position

ICRA 2024poster

Several robotic frameworks have been recently developed to assist ophthalmic surgeons in performing complex vitreoretinal procedures such as subretinal injection. However, in order to intuitively integrate robots into the surgical workflow, it is crucial to emphasize that an accessibility analysis f…

Cited by 2SourceScholar
2024

Envibroscope: Real-Time Monitoring and Prediction of Environmental Motion for Enhancing Safety in Robot-Assisted Microsurgery

ICRA 2024

Several robotic systems have emerged in the recent past to enhance the precision of micro-surgeries such as retinal procedures. Significant advancements have recently been achieved to increase the precision of such systems beyond surgeon capabilities. However, little attention has been paid to the i

Cited by 2SourceScholar
2024

EyeLS: Shadow-Guided Instrument Landing System for Target Approaching in Robotic Eye Surgery

RA-L 2024

Robotic ophthalmic surgery is an emerging technology to facilitate high-precision interventions such as subretinal injection and removing swinging tissues in retinal detachment using microscopy and iOCT. However, locating the instrument tip outside iOCT's range-limited ROI is challenging, especially

Cited by 3SourceScholar
2024

Intraocular Reflection Modeling and Avoidance Planning in Image-Guided Ophthalmic Surgeries

IROS 2024

Intuitive enhancement of surgical precision in robotic retinal surgery highly depends on the stable acquisition of intraocular imaging data. Such acquisition requires segmenting intraocular components, especially instrument-tip positions, to achieve state estimation and subsequent navigation and mot

Cited by 0SourceScholar
2024

Shadow Maintenance for Automatic Light-Probe Control in Ophthalmic Surgeries Using Only 2D information

IROS 2024poster

In ophthalmic surgeries, the light probe is responsible for providing safe intraocular illumination and ensuring the visibility of the instrument and its shadow as the only available reference for qualitative depth estimation and landing point prediction in fundus microscopic images. To achieve sust…

Cited by 0SourceScholar
2024

Shadow-Based 3D Pose Estimation of Intraocular Instrument Using Only 2D Images

ICRA 2024poster

In ophthalmic surgeries, such as vitreoretinal operations, surgeons rely on imaging systems, primarily microscopes, for real-time instrument monitoring and motion planning. However, novice surgeons struggle to extract 3D instrument positions from 2D microscope frames, necessitating extensive trial-a…

Cited by 0SourceScholar
2019

Needle Localization for Robot-assisted Subretinal Injection based on Deep Learning

ICRA 2019poster

Subretinal injection is known to be a complicated task for ophthalmologists to perform, the main sources of difficulties are the fine anatomy of the retina, insufficient visual feedback, and high surgical precision. Image guided robot-assisted surgery is one of the promising solutions that bring sig…

Cited by 25SourceScholar
2018

Precision Needle Tip Localization Using Optical Coherence Tomography Images for Subretinal Injection

ICRA 2018poster

Subretinal injection is a delicate and complex microsurgery, which requires surgeons to inject the therapeutic substance in a pre-operatively defined and intra-operatively updated subretinal target area. Due to the lack of subretinal visual feedback, it is hard to sense the insertion depth during th…

Cited by 32SourceScholar
2018

Towards Robotic Eye Surgery: Marker-Free, Online Hand-Eye Calibration Using Optical Coherence Tomography Images

RA-L 2018

Ophthalmic microsurgery is known to be a challenging operation, which requires very precise and dexterous manipulation. Image guided robot-assisted surgery is a promising solution that brings significant improvements in outcomes and reduces the physical limitations of human surgeons. However, this t

Cited by 38SourceScholar