Jonathan Kelly

Orcid: 0000-0002-1730-2203

According to our database1, Jonathan Kelly authored at least 113 papers between 2002 and 2024.

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Bibliography

2024
Automated Continuous Force-Torque Sensor Bias Estimation.
CoRR, 2024

PhotoBot: Reference-Guided Interactive Photography via Natural Language.
CoRR, 2024

Safe Mission-Level Path Planning for Exploration of Lunar Shadowed Regions by a Solar-Powered Rover.
CoRR, 2024

2023
Spatiotemporal Calibration of 3-D Millimetre-Wavelength Radar-Camera Pairs.
IEEE Trans. Robotics, December, 2023

CIDGIKc: Distance-Geometric Inverse Kinematics for Continuum Robots.
IEEE Robotics Autom. Lett., November, 2023

Learning From Guided Play: Improving Exploration for Adversarial Imitation Learning With Simple Auxiliary Tasks.
IEEE Robotics Autom. Lett., March, 2023

Working Backwards: Learning to Place by Picking.
CoRR, 2023

Push it to the Demonstrated Limit: Multimodal Visuotactile Imitation Learning with Force Matching.
CoRR, 2023

Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations.
CoRR, 2023

Watch Your Steps: Local Image and Scene Editing by Text Instructions.
CoRR, 2023

Recovery Policies for Safe Exploration of Lunar Permanently Shadowed Regions by a Solar-Powered Rover.
CoRR, 2023

Euclidean Equivariant Models for Generative Graphical Inverse Kinematics.
CoRR, 2023

Extrinsic Calibration of 2D mm-Wavelength Radar Pairs Using Ego-Velocity Estimates.
CoRR, 2023

The Sum of Its Parts: Visual Part Segmentation for Inertial Parameter Identification of Manipulated Objects.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Reference-guided Controllable Inpainting of Neural Radiance Fields.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

aUToLights: A Robust Multi-Camera Traffic Light Detection and Tracking System.
Proceedings of the 20th Conference on Robots and Vision, 2023

Contrastive Learning for Self-Supervised Pre-Training of Point Cloud Segmentation Networks With Image Data.
Proceedings of the 20th Conference on Robots and Vision, 2023

Living in a Material World: Learning Material Properties from Full-Waveform Flash Lidar Data for Semantic Segmentation.
Proceedings of the 20th Conference on Robots and Vision, 2023

Extrinsic Calibration of 2D Millimetre-Wavelength Radar Pairs Using Ego-Velocity Estimates.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2023

2022
Riemannian Optimization for Distance-Geometric Inverse Kinematics.
IEEE Trans. Robotics, 2022

On the Coupling of Depth and Egomotion Networks for Self-Supervised Structure from Motion.
IEEE Robotics Autom. Lett., 2022

Convex Iteration for Distance-Geometric Inverse Kinematics.
IEEE Robotics Autom. Lett., 2022

Self-Supervised Pre-training of 3D Point Cloud Networks with Image Data.
CoRR, 2022

Spatiotemporal Calibration of 3D mm-Wavelength Radar-Camera Pairs.
CoRR, 2022

One Network, Many Robots: Generative Graphical Inverse Kinematics.
CoRR, 2022

Fast Object Inertial Parameter Identification for Collaborative Robots.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Learning to Detect Slip with Barometric Tactile Sensors and a Temporal Convolutional Neural Network.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Learning Sequential Latent Variable Models from Multimodal Time Series Data.
Proceedings of the Intelligent Autonomous Systems 17, 2022

Wind awareness for energy consumption in drone simulations (demo paper).
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

LaTeRF: Label and Text Driven Object Radiance Fields.
Proceedings of the Computer Vision - ECCV 2022, 2022

A Self-Supervised, Differentiable Kalman Filter for Uncertainty-Aware Visual-Inertial Odometry.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022

2021
A Riemannian metric for geometry-aware singularity avoidance by articulated robots.
Robotics Auton. Syst., 2021

Learned Camera Gain and Exposure Control for Improved Visual Feature Detection and Matching.
IEEE Robotics Autom. Lett., 2021

Learning from Guided Play: A Scheduled Hierarchical Approach for Improving Exploration in Adversarial Imitation Learning.
CoRR, 2021

Self-Supervised Structure-from-Motion through Tightly-Coupled Depth and Egomotion Networks.
CoRR, 2021

Under Pressure: Learning to Detect Slip with Barometric Tactile Sensors.
CoRR, 2021

A Question of Time: Revisiting the Use of Recursive Filtering for Temporal Calibration of Multisensor Systems.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2021

Observability-Aware Trajectory Optimization: Theory, Viability, and State of the Art.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2021

Self-Supervised Scale Recovery for Monocular Depth and Egomotion Estimation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Seeing All the Angles: Learning Multiview Manipulation Policies for Contact-Rich Tasks from Demonstrations.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

A Continuous-Time Approach for 3D Radar-to-Camera Extrinsic Calibration.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Coevolutionary modeling of cyber attack patterns and mitigations using public datasets.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Automated Mapping of Real-world Oncology Laboratory Data to LOINC.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Heteroscedastic Uncertainty for Robust Generative Latent Dynamics.
IEEE Robotics Autom. Lett., 2020

Learning Matchable Image Transformations for Long-Term Metric Visual Localization.
IEEE Robotics Autom. Lett., 2020

The Canadian Planetary Emulation Terrain Energy-Aware Rover Navigation Dataset.
Int. J. Robotics Res., 2020

Adversarial genetic programming for cyber security: a rising application domain where GP matters.
Genet. Program. Evolvable Mach., 2020

Inverse Kinematics as Low-Rank Euclidean Distance Matrix Completion.
CoRR, 2020

Towards a Policy-as-a-Service Framework to Enable Compliant, Trustworthy AI and HRI Systems in the Wild.
CoRR, 2020

BRON - Linking Attack Tactics, Techniques, and Patterns with Defensive Weaknesses, Vulnerabilities and Affected Platform Configurations.
CoRR, 2020

Making Sense of the Robotized Pandemic Response: A Comparison of Global and Canadian Robot Deployments and Success Factors.
CoRR, 2020

Fighting Failures with FIRE: Failure Identification to Reduce Expert Burden in Intervention-Based Learning.
CoRR, 2020

A Smooth Representation of Belief over SO(3) for Deep Rotation Learning with Uncertainty.
Proceedings of the Robotics: Science and Systems XVI, 2020

Certifiably Optimal Monocular Hand-Eye Calibration.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2020

Self-Supervised Deep Pose Corrections for Robust Visual Odometry.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Inverse Kinematics for Serial Kinematic Chains via Sum of Squares Optimization.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
Where Do We Go From Here? Debates on the Future of Robotics Research at ICRA 2019 [From the Field].
IEEE Robotics Autom. Mag., 2019

Certifiably Globally Optimal Extrinsic Calibration From Per-Sensor Egomotion.
IEEE Robotics Autom. Lett., 2019

Robust Data-Driven Zero-Velocity Detection for Foot-Mounted Inertial Navigation.
CoRR, 2019

Probabilistic Regression of Rotations using Quaternion Averaging and a Deep Multi-Headed Network.
CoRR, 2019

Sparse Bounded Degree Sum of Squares Optimization for Certifiably Globally Optimal Rotation Averaging.
CoRR, 2019

Learning Matchable Colorspace Transformations for Long-term Metric Visual Localization.
CoRR, 2019

Fast Manipulability Maximization Using Continuous-Time Trajectory optimization.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Adversarially Adapting Deceptive Views and Reconnaissance Scans on a Software Defined Network.
Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

The Phoenix Drone: An Open-Source Dual-Rotor Tail-Sitter Platform for Research and Education.
Proceedings of the International Conference on Robotics and Automation, 2019

On domain knowledge and novelty to improve program synthesis performance with grammatical evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Improving Genetic Programming with Novel Exploration - Exploitation Control.
Proceedings of the Genetic Programming - 22nd European Conference, 2019

Deep Probabilistic Regression of Elements of SO(3) using Quaternion Averaging and Uncertainty Injection.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
DPC-Net: Deep Pose Correction for Visual Localization.
IEEE Robotics Autom. Lett., 2018

How to Train a CAT: Learning Canonical Appearance Transformations for Direct Visual Localization Under Illumination Change.
IEEE Robotics Autom. Lett., 2018

Inferring sun direction to improve visual odometry: A deep learning approach.
Int. J. Robotics Res., 2018

Hummingbird: An Open-Source Dual-Rotor Tail-Sitter Platform for Research and Education.
CoRR, 2018

Overcoming the Challenges of Solar Rover Autonomy: Enabling Long-Duration Planetary Navigation.
CoRR, 2018

Singularity Avoidance as Manipulability Maximization Using Continuous Time Gaussian Processes.
CoRR, 2018

Near-Optimal Budgeted Data Exchange for Distributed Loop Closure Detection.
Proceedings of the Robotics: Science and Systems XIV, 2018

Unified Spatiotemporal Calibration of Monocular Cameras and Planar Lidars.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

LSTM-Based Zero-Velocity Detection for Robust Inertial Navigation.
Proceedings of the 2018 International Conference on Indoor Positioning and Indoor Navigation, 2018

Self-Calibration of Mobile Manipulator Kinematic and Sensor Extrinsic Parameters Through Contact-Based Interaction.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Editorial: Special Issue on Field and Service Robotics.
J. Field Robotics, 2017

Robust Monocular Visual Teach and Repeat Aided by Local Ground Planarity and Color-constant Imagery.
J. Field Robotics, 2017

How to Train a CAT: Learning Canonical Appearance Transformations for Robust Direct Localization Under Illumination Change.
CoRR, 2017

Improving foot-mounted inertial navigation through real-time motion classification.
Proceedings of the 2017 International Conference on Indoor Positioning and Indoor Navigation, 2017

Reducing drift in visual odometry by inferring sun direction using a Bayesian Convolutional Neural Network.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Cheap or Robust? The practical realization of self-driving wheelchair technology.
Proceedings of the International Conference on Rehabilitation Robotics, 2017

2016
Enabling Persistent Autonomy for Underwater Gliders with Ocean Model Predictions and Terrain-Based Navigation.
Frontiers Robotics AI, 2016

Entropy-based sim(3) calibration of 2D lidars to egomotion sensors.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

Improving the Accuracy of Stereo Visual Odometry Using Visual Illumination Estimation.
Proceedings of the International Symposium on Experimental Robotics, 2016

PROBE-GK: Predictive robust estimation using generalized kernels.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

2015
PROBE: Predictive robust estimation for visual-inertial navigation.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Monocular Visual Teach and Repeat Aided by Local Ground Planarity.
Proceedings of the Field and Service Robotics, 2015

Vision-Based Collision Avoidance for Personal Aerial Vehicles Using Dynamic Potential Fields.
Proceedings of the 12th Conference on Computer and Robot Vision, 2015

The Battle for Filter Supremacy: A Comparative Study of the Multi-State Constraint Kalman Filter and the Sliding Window Filter.
Proceedings of the 12th Conference on Computer and Robot Vision, 2015

2014
Determining the Time Delay Between Inertial and Visual Sensor Measurements.
IEEE Trans. Robotics, 2014

An autonomous manipulation system based on force control and optimization.
Auton. Robots, 2014

Optimizing Camera Perspective for Stereo Visual Odometry.
Proceedings of the Canadian Conference on Computer and Robot Vision, 2014

2013
Special Issue on Long-Term Autonomy.
Int. J. Robotics Res., 2013

CELLO: A fast algorithm for Covariance Estimation.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

An investigation on the accuracy of Regional Ocean Models through field trials.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Learning task error models for manipulation.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
Taking the Long View: A Report on Two Recent Workshops on Long-Term Autonomy [From the Field].
IEEE Robotics Autom. Mag., 2012

Towards improving mission execution for autonomous gliders with an ocean model and kalman filter.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011
Visual-Inertial Sensor Fusion: Localization, Mapping and Sensor-to-Sensor Self-calibration.
Int. J. Robotics Res., 2011

Simultaneous mapping and stereo extrinsic parameter calibration using GPS measurements.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

2010
A General Framework for Temporal Calibration of Multiple Proprioceptive and Exteroceptive Sensors.
Proceedings of the Experimental Robotics, 2010

2009
Visual-inertial simultaneous localization, mapping and sensor-to-sensor self-calibration.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation, 2009

The contributions of self-motion cues and room shape during navigation through virtual environments.
Proceedings of the 6th Symposium on Applied Perception in Graphics and Visualization, 2009

2008
Coordinated three-dimensional robotic self-assembly.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2008

Fast Relative Pose Calibration for Visual and Inertial Sensors.
Proceedings of the Experimental Robotics, The Eleventh International Symposium, 2008

2007
Combined Visual and Inertial Navigation for an Unmanned Aerial Vehicle.
Proceedings of the Field and Service Robotics, Results of the 6th International Conference, 2007

2006
Combinatorial Optimization of Sensing for Rule-Based Planar Distributed Assembly.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

2003
Development of a transformable mobile robot composed of homogeneous gear-type units.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

2002
Learning Bayesian networks from data: An information-theory based approach.
Artif. Intell., 2002


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