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Russell H. Taylor

38 accepted papers

2026

Motion Compensation and Adaptive Force Control Via iOCT–FBG Sensor Fusion for Robotic Subretinal Injection

ICRA 2026poster

Subretinal injection is a highly delicate procedure that demands micron-level precision to avoid irreversible retinal damage. Current robotic systems achieve accurate positioning but remain limited by retinal motion and the lack of tip-force feedback. We present the first adaptive tip-force compensa…

Cited by 0Scholar
2025

Real-Time Deformation-Aware Control for Autonomous Robotic Subretinal Injection Under iOCT Guidance

ICRA 2025

Robotic platforms provide consistent and precise tool positioning that significantly enhances retinal microsurgery. Integrating such systems with intraoperative optical coherence tomography (iOCT) enables image-guided robotic interventions, allowing autonomous performance of advanced treatments, suc

Cited by 10SourceScholar
2024

Admittance Switching for Stability and Transparency in Human-Robot Collaborative Microsurgery

RA-L 2024

The Galen Surgical Robot is an admittance controlled collaborative robot that can enhance the performance of surgeons in microsurgery by sharing the load of instruments, preventing hand tremor and improving precision. In mastoidectomy, contacting the temporal bone of the skull and drilling with the

Cited by 5SourceScholar
2024

Cooperative vs. Teleoperation Control of the Steady Hand Eye Robot with Adaptive Sclera Force Control: A Comparative Study

ICRA 2024poster

A surgeon’s physiological hand tremor can significantly impact the outcome of delicate and precise retinal surgery, such as retinal vein cannulation (RVC) and epiretinal membrane peeling. Robot-assisted eye surgery technology provides ophthalmologists with advanced capabilities such as hand tremor c…

Cited by 5SourceScholar
2024

Haptic-Assisted Collaborative Robot Framework for Improved Situational Awareness in Skull Base Surgery

ICRA 2024poster

Skull base surgery is a demanding field in which surgeons operate in and around the skull while avoiding critical anatomical structures including nerves and vasculature. While image-guided surgical navigation is the prevailing standard, limitation still exists requiring personalized planning and rec…

Cited by 5SourceScholar
2023

A Shared-Control Dexterous Robotic System for Assisting Transoral Mandibular Fracture Reduction: Development and Cadaver Study

IROS 2023poster

The rigid and straight nature of conventional surgical drills and screwdrivers makes it difficult to access the posterior mandible for fracture reduction without the creation of facial incisions. To assist transoral mandibular fracture reduction in hard-to-reach areas, we propose a shared-control de…

Cited by 0SourceScholar
2023

Flexible Needle Bending Model for Spinal Injection Procedures

RA-L 2023

An <i>in situ</i> needle manipulation technique used by physicians when performing spinal injections is modeled to study its effect on needle shape and needle tip position. A mechanics-based model is proposed and solved using finite element method. A test setup is presented to mimic the needle manip

Cited by 11SourceScholar
2023

Improving Surgical Situational Awareness with Signed Distance Field: A Pilot Study in Virtual Reality

IROS 2023poster

The introduction of image-guided surgical navigation (IGSN) has greatly benefited technically demanding surgical procedures by providing real-time support and guidance to the surgeon during surgery. To develop effective IGSN, a careful selection of the surgical information and the medium to present…

Cited by 5SourceScholar
2023

Neuralangelo: High-Fidelity Neural Surface Reconstruction

CVPR 2023poster

Neural surface reconstruction has been shown to be powerful for recovering dense 3D surfaces via image-based neural rendering. However, current methods struggle to recover detailed structures of real-world scenes. To address the issue, we present Neuralangelo, which combines the representation power…

2023

Real-Time Intraoperative Surgical Guidance System in the da Vinci Surgical Robot Based on Transrectal Ultrasound/Photoacoustic Imaging With Photoacoustic Markers: An Ex Vivo Demonstration

RA-L 2023

This paper introduces the first integrated real-time intraoperative surgical guidance system, in which an endoscope camera of da Vinci surgical robot and a transrectal ultrasound (TRUS) transducer are co-registered using photoacoustic markers that are detected in both fluorescence (FL) and photoacou

Cited by 17SourceScholar
2023

Semi-Autonomous Assistance for Telesurgery Under Communication Loss

IROS 2023poster

Telesurgery has a clear potential for providing high-quality surgery to medically underserved areas like rural areas, battlefields, and spacecraft; nevertheless, effective methods to overcome unreliable communication systems are still lacking. Furthermore, it is not well understood how users react a…

Cited by 1SourceScholar
2022

Context-Enhanced Stereo Transformer

ECCV 2022poster

"Stereo depth estimation is of great interest for computer vision research. However, existing methods struggles to generalize and predict reliably in hazardous regions, such as large uniform regions. To overcome these limitations, we propose Context Enhanced Path (CEP). CEP improves the generalizati…

2022

Open Simulation Environment for Learning and Practice of Robot-Assisted Surgical Suturing

RA-L 2022

Automation has the potential to improve the standard of care but is difficult to realize due to perceptual challenges, especially in soft-tissue surgery. Machine learning can provide solutions, but typically requires large amounts of training data, which is time-consuming to collect. Even with share

Cited by 41SourceScholar
2022

SAGE: SLAM with Appearance and Geometry Prior for Endoscopy

ICRA 2022poster

In endoscopy, many applications (e.g., surgical navigation) would benefit from a real-time method that can simultaneously track the endoscope and reconstruct the dense 3D geometry of the observed anatomy from a monocular endoscopic video. To this end, we develop a Simultaneous Localization and Mappi…

Cited by 44SourcecodeScholar
2021

A Framework for Customizable Multi-User Teleoperated Control

RA-L 2021

Traditional teleoperation (leader/follower) systems primarily focus on one operator controlling one remote robot, but as robots become ubiquitous, there is an increasing need for multiple operators, including autonomous agents, to collaboratively control multiple robots. However, existing teleoperat

Cited by 8SourceScholar
2021

An Active Steering Hand-Held Robotic System for Minimally Invasive Orthopaedic Surgery Using a Continuum Manipulator

RA-L 2021

This paper presents the development and experimental evaluation of an active steering hand-held robotic system for milling and curved drilling in minimally invasive orthopaedic interventions. The system comprises a cable-driven continuum dexterous manipulator (CDM), an actuation unit with a handpiec

Cited by 35SourceScholar
2021

Automated Mosquito Salivary Gland Extractor for PfSPZ-based Malaria Vaccine Production

ICRA 2021poster

Malaria is a worldwide scourge, and the broad deployment of an effective vaccine would improve the lives of millions of people. A vaccine based on Plasmodium falciparum (PfSPZ) sporozoites extracted from the salivary glands of infected mosquitoes shows significant promise. However, the large-scale i…

Cited by 3SourceScholar
2021

Neighborhood Normalization for Robust Geometric Feature Learning

CVPR 2021poster

Extracting geometric features from 3D models is a common first step in applications such as 3D registration, tracking, and scene flow estimation. Many hand-crafted and learning-based methods aim to produce consistent and distinguishable geometric features for 3D models with partial overlap. These me…

Cited by 6PDFcodeScholar
2021

Non-Fixed Contact Manipulation Control Framework for Deformable Objects With Active Contact Adjustment

RA-L 2021

The assumption of fixed contact between robots and deformable objects (DOs) is widely used by previous DO manipulation (DOM) studies. However, the fixed contact setting is inapplicable to many real-life applications due to various factors, such as the end-effector's type and the DO's intrinsic mater

Cited by 13SourceScholar
2021

Revisiting Stereo Depth Estimation From a Sequence-to-Sequence Perspective With Transformers

ICCV 2021poster

Stereo depth estimation relies on optimal correspondence matching between pixels on epipolar lines in the left and right images to infer depth. In this work, we revisit the problem from a sequence-to-sequence correspondence perspective to replace cost volume construction with dense pixel matching us…

Cited by 338PDFcodeScholar
2021

Towards Safe In Situ Needle Manipulation for Robot Assisted Lumbar Injection in Interventional MRI

IROS 2021poster

Lumbar injection is an image-guided procedure performed manually for diagnosis and treatment of lower back pain and leg pain. Previously, we have developed and verified an MR-Conditional robotic solution to assisting the needle insertion process. Drawing on our clinical experiences, a virtual remote…

Cited by 6SourceScholar
2020

An Optimized Tilt Mechanism for a New Steady-Hand Eye Robot

IROS 2020poster

Robot-assisted vitreoretinal surgery can filter surgeons' hand tremors and provide safe, accurate tool manipulation. In this paper, we report the design, optimization, and evaluation of a novel tilt mechanism for a new Steady-Hand Eye Robot (SHER). The new tilt mechanism features a four-bar linkage…

Cited by 12SourceScholar
2020

Anatomical Mesh-Based Virtual Fixtures for Surgical Robots

IROS 2020poster

This paper presents a dynamic constraint formulation to provide protective virtual fixtures of 3D anatomical structures from polygon mesh representations. The proposed approach can anisotropically limit the tool motion of surgical robots without any assumption of the local anatomical shape close to…

Cited by 18SourcecodeScholar
2020

Extremely Dense Point Correspondences Using a Learned Feature Descriptor

CVPR 2020poster

High-quality 3D reconstructions from endoscopy video play an important role in many clinical applications, including surgical navigation where they enable direct video-CT registration. While many methods exist for general multi-view 3D reconstruction, these methods often fail to deliver satisfactory…

Cited by 62PDFcodeScholar
2019

A Novel Semi-Autonomous Control Framework for Retina Confocal Endomicroscopy Scanning

IROS 2019poster

In this paper, a novel semi-autonomous control framework is presented for enabling probe-based confocal laser endomicroscopy (pCLE) scan of the retinal tissue. With pCLE, retinal layers such as nerve fiber layer (NFL) and retinal ganglion cell (RGC) can be scanned and characterized in real-time for…

Cited by 1SourceScholar
2019

A Unified Framework for the Teleoperation of Surgical Robots in Constrained Workspaces

ICRA 2019poster

In adult laparoscopy, robot-aided surgery is a reality in thousands of operating rooms worldwide, owing to the increased dexterity provided by the robotic tools. Many robots and robot control techniques have been developed to aid in more challenging scenarios, such as pediatric surgery and microsurg…

Cited by 47SourceScholar
2019

Toward Improving Patient Safety and Surgeon Comfort in a Synergic Robot-Assisted Eye Surgery: A Comparative Study

IROS 2019poster

When robotic assistance is present into vitreoretinal surgery, the surgeon will experience reduced sensory input that is otherwise derived from the tool's interaction with the eye wall (sclera). We speculate that disconnecting the surgeon from this sensory input may increase the risk of injury to th…

Cited by 13SourceScholar
2018

FBG-Based Control of a Continuum Manipulator Interacting with Obstacles

IROS 2018poster

Tracking and controlling the shape of continuum dexterous manipulators (CDM) in constraint environments is a challenging task. The imposed constraints and interaction with unknown obstacles may conform the CDM's shape and therefore demands for shape sensing methods which do not rely on direct line o…

Cited by 25SourceScholar
2018

Preliminary Evaluation of an Online Estimation Method for Organ Geometry and Tissue Stiffness

RA-L 2018

During open surgeries, surgeons use tactile palpation to form an understanding of the anatomy, including any underlying anatomical structures such as arteries or tumors. This letter explores methods for restoring this capability in the context of minimally invasive robot-assisted surgery. Previous w

Cited by 23SourceScholar
2018

Vision-Based Calibration of Dual RCM-Based Robot Arms in Human-Robot Collaborative Minimally Invasive Surgery

RA-L 2018

This letter reports the development of a vision-based calibration method for dual remote center-of-motion (RCM) based robot arms in a human-robot collaborative minimally invasive surgery (MIS) scenario. The method does not require any external tracking sensors and directly uses images captured by th

Cited by 69SourceScholar
2017

A Curved-Drilling Approach in Core Decompression of the Femoral Head Osteonecrosis Using a Continuum Manipulator

RA-L 2017

In conventional core decompression of osteonecrosis, surgeons cannot successfully reach the whole area of the femoral head due to rigidity of the instruments currently used. To address this issue, we present design and fabrication of a novel steerable drill using a continuum dexterous manipulator (C

Cited by 72SourceScholar
2017

Development and Experimental Evaluation of Concurrent Control of a Robotic Arm and Continuum Manipulator for Osteolytic Lesion Treatment

RA-L 2017

This paper presents the development and evaluation of concurrent control of a robotic system for less-invasive treatment of osteolytic lesions behind an acetabular implant. This system implements safety constraints including a remote center of motion (RCM), virtual walls, and joint limits while oper

Cited by 43SourceScholar
2017

Image-Based Trajectory Tracking Control of 4-DoF Laparoscopic Instruments Using a Rotation Distinguishing Marker

RA-L 2017

In this letter, we propose a new method to fully control complete 4-image-DoF manipulation of laparoscopic instruments [with remote center of motion (RCM) mechanism] based on the geometric features of a designed marker in a 2-D image. Our marker encodes the configuration of the instruments by comput

Cited by 11SourceScholar
2016

Concurrent nonparametric estimation of organ geometry and tissue stiffness using continuous adaptive palpation

ICRA 2016

Surgeons often manually palpate tissue or organs in order to find tumors or other anatomical structures. Information about organ geometry and tissue stiffness gained from palpation can also be extremely useful in robotic surgery for diagnosis, surgical guidance, and registration to other preoperativ

Cited by 33SourceScholar
2016

Progress toward robotic surgery of the lateral skull base: Integration of a dexterous continuum manipulator and flexible ring curette

ICRA 2016

Lesions of the lateral skull base in the petrous apex present unique surgical challenges because of the proximity of critical structures, including the inner ear, carotid artery, jugular bulb, facial nerve, lower cranial nerves, dura and brain. Currently, there are few appropriate surgical devices t

Cited by 19SourceScholar
2016

Virtual fixture assistance for needle passing and knot tying

IROS 2016poster

Suturing is a challenging and highly dexterous task in minimally invasive surgery, even with the assistance of robotic surgical systems. In this work, we propose a simple yet versatile impedance virtual fixture framework, which can be applied on the master manipulator in a tele-operated robotic surg…

Cited by 46SourceScholar
2015

Effects of micro-vibratory modulation during robot-assisted membrane peeling

IROS 2015poster

In retinal microsurgery, membrane peeling is a standard procedure requiring the delamination of a thin fibrous membrane adherent to the retina surface by applying very small forces. Robotic devices with combined force-sensing instruments have significant potential to assist this procedure by facilit…

Cited by 11SourceScholar
2015

Large deflection shape sensing of a continuum manipulator for minimally-invasive surgery

ICRA 2015poster

Shape sensing techniques utilizing Fiber Bragg grating (FBG) arrays can enable real-time tracking and control of dexterous continuum manipulators (DCM) used in minimally invasive surgeries. For many surgical applications, the DCM may need to operate with much larger curvatures than what current shap…

Cited by 64SourceScholar