Andrew J. Davison

Orcid: 0000-0002-3784-099X

Affiliations:
  • Imperial College London, UK


According to our database1, Andrew J. Davison authored at least 168 papers between 1995 and 2024.

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Bibliography

2024
A Robot Web for Distributed Many-Device Localization.
IEEE Trans. Robotics, 2024

Distributed Simultaneous Localisation and Auto-Calibration Using Gaussian Belief Propagation.
IEEE Robotics Autom. Lett., 2024

PixRO: Pixel-Distributed Rotational Odometry with Gaussian Belief Propagation.
CoRR, 2024

U-ARE-ME: Uncertainty-Aware Rotation Estimation in Manhattan Environments.
CoRR, 2024

Fit-NGP: Fitting Object Models to Neural Graphics Primitives.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

A Distributed Multi-Robot Framework for Exploration, Information Acquisition and Consensus.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Learning in Deep Factor Graphs with Gaussian Belief Propagation.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

COMO: Compact Mapping and Odometry.
Proceedings of the Computer Vision - ECCV 2024, 2024

SuperPrimitive: Scene Reconstruction at a Primitive Level.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Gaussian Splatting SLAM.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

EscherNet: A Generative Model for Scalable View Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Rethinking Inductive Biases for Surface Normal Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
iLabel: Revealing Objects in Neural Fields.
IEEE Robotics Autom. Lett., 2023

Distributing Collaborative Multi-Robot Planning With Gaussian Belief Propagation.
IEEE Robotics Autom. Lett., 2023

Feature-Realistic Neural Fusion for Real-Time, Open Set Scene Understanding.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

iMODE:Real-Time Incremental Monocular Dense Mapping Using Neural Field.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

vMAP: Vectorised Object Mapping for Neural Field SLAM.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning a Depth Covariance Function.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Auto-Lambda: Disentangling Dynamic Task Relationships.
Trans. Mach. Learn. Res., 2022

From Scene Flow to Visual Odometry Through Local and Global Regularisation in Markov Random Fields.
IEEE Robotics Autom. Lett., 2022

Q-Attention: Enabling Efficient Learning for Vision-Based Robotic Manipulation.
IEEE Robotics Autom. Lett., 2022

Event-Based Vision: A Survey.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

A Robot Web for Distributed Many-Device Localisation.
CoRR, 2022

Learning to Complete Object Shapes for Object-level Mapping in Dynamic Scenes.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

SafePicking: Learning Safe Object Extraction via Object-Level Mapping.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

ReorientBot: Learning Object Reorientation for Specific-Posed Placement.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Incremental Abstraction in Distributed Probabilistic SLAM Graphs.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Bootstrapping Semantic Segmentation with Regional Contrast.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Coarse-to-Fine Q-attention: Efficient Learning for Visual Robotic Manipulation via Discretisation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Real-time Mapping of Physical Scene Properties with an Autonomous Robot Experimenter.
Proceedings of the Conference on Robot Learning, 2022

Simultaneous Localisation and Mapping With Quadric Surfaces.
Proceedings of the International Conference on 3D Vision, 2022

2021
CodeMapping: Real-Time Dense Mapping for Sparse SLAM using Compact Scene Representations.
IEEE Robotics Autom. Lett., October, 2021

Deep Probabilistic Feature-Metric Tracking.
IEEE Robotics Autom. Lett., 2021

iLabel: Interactive Neural Scene Labelling.
CoRR, 2021

A visual introduction to Gaussian Belief Propagation.
CoRR, 2021

End-to-End Egospheric Spatial Memory.
Proceedings of the 9th International Conference on Learning Representations, 2021

In-Place Scene Labelling and Understanding with Implicit Scene Representation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

iMAP: Implicit Mapping and Positioning in Real-Time.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

SIMstack: A Generative Shape and Instance Model for Unordered Object Stacks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
RLBench: The Robot Learning Benchmark & Learning Environment.
IEEE Robotics Autom. Lett., 2020

DeepFactors: Real-Time Probabilistic Dense Monocular SLAM.
IEEE Robotics Autom. Lett., 2020

Learning One-Shot Imitation From Humans Without Humans.
IEEE Robotics Autom. Lett., 2020

Rearrangement: A Challenge for Embodied AI.
CoRR, 2020

Neural Object Descriptors for Multi-View Shape Reconstruction.
CoRR, 2020

Comparing View-Based and Map-Based Semantic Labelling in Real-Time SLAM.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

MoreFusion: Multi-object Reasoning for 6D Pose Estimation from Volumetric Fusion.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Bundle Adjustment on a Graph Processor.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

NodeSLAM: Neural Object Descriptors for Multi-View Shape Reconstruction.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
FutureMapping 2: Gaussian Belief Propagation for Spatial AI.
CoRR, 2019

PyRep: Bringing V-REP to Deep Robot Learning.
CoRR, 2019

Self-Supervised Generalisation with Meta Auxiliary Learning.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

MID-Fusion: Octree-based Object-Level Multi-Instance Dynamic SLAM.
Proceedings of the International Conference on Robotics and Automation, 2019

Characterizing Visual Localization and Mapping Datasets.
Proceedings of the International Conference on Robotics and Automation, 2019

SLAMBench 3.0: Systematic Automated Reproducible Evaluation of SLAM Systems for Robot Vision Challenges and Scene Understanding.
Proceedings of the International Conference on Robotics and Automation, 2019

Learning Meshes for Dense Visual SLAM.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

SceneCode: Monocular Dense Semantic Reconstruction Using Learned Encoded Scene Representations.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

End-To-End Multi-Task Learning With Attention.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Navigating the Landscape for Real-Time Localization and Mapping for Robotics and Virtual and Augmented Reality.
Proc. IEEE, 2018

LS-Net: Learning to Solve Nonlinear Least Squares for Monocular Stereo.
CoRR, 2018

Navigating the Landscape for Real-time Localisation and Mapping for Robotics and Virtual and Augmented Reality.
CoRR, 2018

FutureMapping: The Computational Structure of Spatial AI Systems.
CoRR, 2018

ViCTree: an automated framework for taxonomic classification from protein sequences.
Bioinform., 2018

SLAMBench2: Multi-Objective Head-to-Head Benchmarking for Visual SLAM.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Learning to Solve Nonlinear Least Squares for Monocular Stereo.
Proceedings of the Computer Vision - ECCV 2018, 2018

CodeSLAM - Learning a Compact, Optimisable Representation for Dense Visual SLAM.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Sim-to-Real Reinforcement Learning for Deformable Object Manipulation.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

Task-Embedded Control Networks for Few-Shot Imitation Learning.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

Fusion++: Volumetric Object-Level SLAM.
Proceedings of the 2018 International Conference on 3D Vision, 2018

2017
Compressed Voxel-Based Mapping Using Unsupervised Learning.
Robotics, 2017

Near-lighting Photometric Stereo for unknown scene distance and medium attenuation.
Image Vis. Comput., 2017

Algorithmic Performance-Accuracy Trade-off in 3D Vision Applications Using HyperMapper.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Application-oriented design space exploration for SLAM algorithms.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Monocular visual odometry: Sparse joint optimisation or dense alternation?
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

SemanticFusion: Dense 3D semantic mapping with convolutional neural networks.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Room layout estimation from rapid omnidirectional exploration.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Semantic Texture for Robust Dense Tracking.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

SceneNet RGB-D: Can 5M Synthetic Images Beat Generic ImageNet Pre-training on Indoor Segmentation?
Proceedings of the IEEE International Conference on Computer Vision, 2017

Transferring End-to-End Visuomotor Control from Simulation to Real World for a Multi-Stage Task.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

2016
ElasticFusion: Real-time dense SLAM and light source estimation.
Int. J. Robotics Res., 2016

Model effectiveness prediction and system adaptation for photometric stereo in murky water.
Comput. Vis. Image Underst., 2016

Effective Backscatter Approximation for Photometry in Murky Water.
CoRR, 2016

SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground Truth.
CoRR, 2016

An Eigenshapes Approach to Compressed Signed Distance Fields and Their Utility in Robot Mapping.
CoRR, 2016

Real-time height map fusion using differentiable rendering.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Deep learning a grasp function for grasping under gripper pose uncertainty.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

Comparative design space exploration of dense and semi-dense SLAM.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Real-Time 3D Reconstruction and 6-DoF Tracking with an Event Camera.
Proceedings of the Computer Vision - ECCV 2016, 2016

gvnn: Neural Network Library for Geometric Computer Vision.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Pairwise Decomposition of Image Sequences for Active Multi-view Recognition.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Simultaneous Optical Flow and Intensity Estimation from an Event Camera.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Monocular, Real-Time Surface Reconstruction Using Dynamic Level of Detail.
Proceedings of the Fourth International Conference on 3D Vision, 2016

2015
Extrinsics Autocalibration for Dense Planar Visual Odometry.
J. Field Robotics, 2015

Place Recognition with Event-based Cameras and a Neural Implementation of SeqSLAM.
CoRR, 2015

Interactive 3D Face Stylization Using Sculptural Abstraction.
CoRR, 2015

ElasticFusion: Dense SLAM Without A Pose Graph.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015

Introducing SLAMBench, a performance and accuracy benchmarking methodology for SLAM.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Rapid free-space mapping from a single omnidirectional camera.
Proceedings of the 2015 European Conference on Mobile Robots, 2015

2014
Dense planar SLAM.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2014

Robust Real-Time Visual Odometry for Stereo Endoscopy Using Dense Quadrifocal Tracking.
Proceedings of the Information Processing in Computer-Assisted Interventions, 2014

A benchmark for RGB-D visual odometry, 3D reconstruction and SLAM.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Backscatter Compensated Photometric Stereo with 3 Sources.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Simultaneous Mosaicing and Tracking with an Event Camera.
Proceedings of the British Machine Vision Conference, 2014

2013
Gauge-SURF descriptors.
Image Vis. Comput., 2013

Real-Time Dense Stereo Reconstruction Using Convex Optimisation with a Cost-Volume for Image-Guided Robotic Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

SLAM++: Simultaneous Localisation and Mapping at the Level of Objects.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Dense, Auto-Calibrating Visual Odometry from a Downward-Looking Camera.
Proceedings of the British Machine Vision Conference, 2013

2012
Structure from Motion using the Extended Kalman Filter
Springer Tracts in Advanced Robotics 75, Springer, ISBN: 978-3-642-24833-7, 2012

Visual SLAM: Why filter?
Image Vis. Comput., 2012

Real-time surface light-field capture for augmentation of planar specular surfaces.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012

Real-Time Camera Tracking: When is High Frame-Rate Best?
Proceedings of the Computer Vision - ECCV 2012, 2012

KAZE Features.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
KinectFusion: real-time 3D reconstruction and interaction using a moving depth camera.
Proceedings of the 24th Annual ACM Symposium on User Interface Software and Technology, 2011

KinectFusion: real-time dynamic 3D surface reconstruction and interaction.
Proceedings of the International Conference on Computer Graphics and Interactive Techniques, 2011

Accurate visual odometry from a rear parking camera.
Proceedings of the IEEE Intelligent Vehicles Symposium (IV), 2011

KinectFusion: Real-time dense surface mapping and tracking.
Proceedings of the 10th IEEE International Symposium on Mixed and Augmented Reality, 2011

SLAM-based automatic extrinsic calibration of a multi-camera rig.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Double window optimisation for constant time visual SLAM.
Proceedings of the IEEE International Conference on Computer Vision, 2011

DTAM: Dense tracking and mapping in real-time.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Lightweight SLAM and Navigation with a Multi-Camera Rig.
Proceedings of the 5<sup>th</sup> European Conference on Mobile Robots, 2011

2010
1-Point RANSAC for extended Kalman filtering: Application to real-time structure from motion and visual odometry.
J. Field Robotics, 2010

Scale Drift-Aware Large Scale Monocular SLAM.
Proceedings of the Robotics: Science and Systems VI, 2010

Real-time monocular SLAM: Why filter?
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Real-Time Spherical Mosaicing Using Whole Image Alignment.
Proceedings of the Computer Vision, 2010

Live dense reconstruction with a single moving camera.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Scalable active matching.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

Live Feature Clustering in Video Using Appearance and 3D Geometry.
Proceedings of the British Machine Vision Conference, 2010

2009
Active matching for visual tracking.
Robotics Auton. Syst., 2009

Drift-Free Real-Time Sequential Mosaicing.
Int. J. Comput. Vis., 2009

1-point RANSAC for EKF-based Structure from Motion.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Camera self-calibration for sequential Bayesian structure from motion.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Automatically and efficiently inferring the hierarchical structure of visual maps.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008
Inverse Depth Parametrization for Monocular SLAM.
IEEE Trans. Robotics, 2008

Integrating Walking and Vision to Increase Humanoid Autonomy.
Int. J. Humanoid Robotics, 2008

Interacting multiple model monocular SLAM.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Active Matching.
Proceedings of the Computer Vision, 2008

2007
MonoSLAM: Real-Time Single Camera SLAM.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Mapping Large Loops with a Single Hand-Held Camera.
Proceedings of the Robotics: Science and Systems III, 2007

Integrating Walking and Vision to Increase Humanoid Robot Autonomy.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

Inverse Depth to Depth Conversion for Monocular SLAM.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

Vision-Based SLAM in Real-Time.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

Dimensionless Monocular SLAM.
Proceedings of the Pattern Recognition and Image Analysis, Third Iberian Conference, 2007

2006
Unified Inverse Depth Parametrization for Monocular SLAM.
Proceedings of the Robotics: Science and Systems II, 2006

Simultaneous Stereoscope Localization and Soft-Tissue Mapping for Minimal Invasive Surgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006

Real-time 3D SLAM for Humanoid Robot considering Pattern Generator Information.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

Active Control for Single Camera SLAM.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

A Visual Compass based on SLAM.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

Real-Time Monocular SLAM with Straight Lines.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
Active Search for Real-Time Vision.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
Advanced Visual Tracking.
Proceedings of the 3rd IEEE and ACM International Symposium on Mixed and Augmented Reality (ISMAR 2004), 2004

Locally Planar Patch Features for Real-Time Structure from Motion.
Proceedings of the British Machine Vision Conference, 2004

Interaction between hand and wearable camera in 2d and 3d environments.
Proceedings of the British Machine Vision Conference, 2004

2003
Applying Active Vision and SLAM to Wearables.
Proceedings of the Robotics Research, The Eleventh International Symposium, 2003

Real-Time Visual Workspace Localisation and Mapping for a Wearable Robot.
Proceedings of the 2003 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2003), 2003

Real-Time Localisation and Mapping with Wearable Active Vision.
Proceedings of the 2003 IEEE / ACM International Symposium on Mixed and Augmented Reality (ISMAR 2003), 2003

Real-Time Simultaneous Localisation and Mapping with a Single Camera.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

2002
Simultaneous Localization and Map-Building Using Active Vision.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Active visual localization for multiple inspection robots.
Adv. Robotics, 2002

2001
Sequential localisation and map-building for real-time computer vision and robotics.
Robotics Auton. Syst., 2001

Towards constant time SLAM using postponement.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2001

Automatic Partitioning of High Dimensional Search Spaces Associated with Articulated Body Motion Capture.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

3D Simultaneous Localisation and Map-Building Using Active Vision for a Robot Moving on Undulating Terrain.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Panel Session on Extended Environments.
Proceedings of the 3D Structure from Images, 2000

Sequential Localisation and Map-Building in Computer Vision and Robotics.
Proceedings of the 3D Structure from Images, 2000

Active visual localisation for cooperating inspection robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2000

1998
Mobile sensing robots for nuclear power plant inspection.
Adv. Robotics, 1998

Mobile Robot Localisation Using Active Vision.
Proceedings of the Computer Vision, 1998

1996
Steering and Navigation Behaviours Using Fixation.
Proceedings of the British Machine Vision Conference 1996, 1996

1995
The Active Camera as a Projective Pointing Device.
Proceedings of the British Machine Vision Conference, 1995


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