Andrew Davison: Publications

Most of my significant publications are available below to download. For an overview of my work on SLAM with vision, I would recommend my DPhil Thesis from 1998 about early work on SLAM with vision, the paper from RAS 2001 which gives a general SLAM tutorial, the paper from ICCV 2003 introducing real-time monocular SLAM, the paper from ICCV 2005 about information theoretic active search and the paper from RSS 2006 about inverse depth features. The new journal paper from PAMI 2007 presents a complete and up-to-date review of MonoSLAM including augmented reality and humanoid robot implementations.

Note that many of these publications dating up to 2004 are also available from the Active Vision Group Webpage in Oxford (or try this Google Scholar search).

Real-Time Monocular SLAM: Why Filter? (PDF format),
Hauke Strasdat, J. M. M. Montiel and Andrew J. Davison, ICRA 2010.

Active Matching for Visual Tracking (PDF format),
Margarita Chli and Andrew J. Davison, Robotics and Autonomous Systems (Special Issue on "Inside Data Association") 2009.

1-Point RANSAC for EKF-Based Structure from Motion (PDF format),
Javier Civera, Oscar G. Grasa, Andrew J. Davison and J. M. M. Montiel, IROS 2009.

Automatically and Efficiently Inferring the Hierarchical Structure of Visual Maps (PDF format),
Margarita Chli and Andrew J. Davison, ICRA 2009.

Camera Self-Calibration for Sequential Bayesian Structure From Motion (PDF format),
Javier Civera, Diana R. Bueno, Andrew J. Davison and J. M. M. Montiel, ICRA 2009 (Finalist, Best Vision Paper).

Drift-Free Real-Time Sequential Mosaicing (PDF format),
Javier Civera, Andrew J. Davison, J. A. Magallón and J. M. M. Montiel, IJCV 2009.

Guest Editorial Special Issue on Visual SLAM (PDF format),
José Neira, Andrew J. Davison and John J. Leonard, IEEE T-RO 2008.

Active Matching (PDF format),
Margarita Chli, Andrew J. Davison, ECCV 2008.

Improving Localization Robustness in Monocular SLAM Using a High-Speed Camera (PDF format),
Peter Gemeiner, Andrew J. Davison and Markus Vincze, RSS 2008.

Inverse Depth Parametrization for Monocular SLAM (PDF format),
Javier Civera, Andrew J. Davison and J. M. M. Montiel, IEEE T-RO 2008.

Integrating Walking and Vision to Increase Humanoid Autonomy (PDF format)
O. Stasse, B. Verrelst, A. J. Davison, N. Mansard, F. Saidi, B. Vanderborght, C. Esteves and K. Yokoi, IEEE IJHR 2008.

Interacting Multiple Model Monocular SLAM (PDF format),
Javier Civera, Andrew J. Davison and J. M. M. Montiel, ICRA 2008.

Mapping Large Loops with a Single Hand-Held Camera (PDF format),
Laura A. Clemente, Andrew J. Davison, Ian Reid, José Neira and Juan D. Tardós, RSS 2007.

Dimensionless Monocular SLAM (PDF format),
Javier Civera, Andrew J. Davison and J. M. M. Montiel, IBPRIA 2007.

Inverse Depth to Depth Conversion for Monocular SLAM (PDF format),
Javier Civera, Andrew J. Davison and J. M. M. Montiel, ICRA 2007.

MonoSLAM: Real-Time Single Camera SLAM (PDF format),
Andrew J. Davison, Ian Reid, Nicholas Molton and Olivier Stasse, IEEE Trans. PAMI 2007.

Real-Time 3D SLAM for a Humanoid Robot considering Pattern Generator Information (PDF format),
Olivier Stasse, Andrew J. Davison, Ramzi Sellaouti and Kazuhito Yokoi, IROS 2006.

Simultaneous Stereoscope Localization and Soft-Tissue Mapping for Minimally Invasive Surgery (PDF format),
Peter Mountney, Danail Stoyanov, Andrew J. Davison and Guang-Zhong Yang, MICCAI 2006.

Real-Time Monocular SLAM with Straight Lines (PDF format),
Paul Smith, Ian Reid and Andrew J. Davison, BMVC 2006.

Unified Inverse Depth Parametrization for Monocular SLAM (PDF format),
J. M. M. Montiel, Javier Civera and Andrew J. Davison, RSS 2006.

A Visual Compass based on SLAM (PDF format),
J. M. M. Montiel and Andrew J. Davison, ICRA 2006.

Active Control for Single Camera SLAM (PDF format),
Teresa Vidal-Calleja, Andrew J. Davison, Juan Andrade-Cetto and David W. Murray, ICRA 2006.

Active Search for Real-Time Vision (PDF format),
Andrew J. Davison, ICCV 2005.

Locally Planar Patch Features for Real-Time Structure from Motion (PDF format),
Nicholas Molton, Andrew J. Davison and Ian Reid, BMVC 2004.

Interaction Between Hand and Wearable Camera in 2D and 3D Environments (PDF format),
Walterio Mayol, Andrew J. Davison, Ben Tordoff, Nick Molton and David W. Murray, BMVC 2004.

Real-Time 3D SLAM with Wide-Angle Vision (PDF format),
Andrew J. Davison, Yolanda Gonzalez Cid and Nobuyuki Kita, IAV 2004.

Real-Time Simultaneous Localisation and Mapping with a Single Camera (PDF format),
Andrew J. Davison, ICCV 2003.

Real-Time Localisation and Mapping with Wearable Active Vision (PDF format),
Andrew J. Davison, Walterio Mayol and David W. Murray, ISMAR 2003

Modelling the World in Real-Time: How Robots Engineer Information (PDF format),
Andrew J. Davison, 2003 Special Christmas Issue of the Philosophical Transactions of the Royal Society A.

SLAM with a Single Camera (PDF format),
Andrew J. Davison, SLAM/CML Workshop at ICRA 2002.

Simultaneous Localisation and Map-Building Using Active Vision (PDF format),
Andrew J. Davison and David W. Murray, IEEE Trans. PAMI, July 2002.

Active Visual Localization for Multiple Inspection Robots (PDF format),
Andrew J. Davison and Nobuyuki Kita, Advanced Robotics Journal, 2002 (special issue on best papers from IROS 2000).

3D Simultaneous Localisation and Map-Building Using Active Vision for a Robot Moving on Undulating Terrain (PDF format),
Andrew J. Davison and Nobuyuki Kita, CVPR 2001.

Automatic Partitioning of High Dimensional Search Spaces associated with Articulated Body Motion Capture (PDF format),
Jonathan Deutscher, Andrew J. Davison and Ian Reid, CVPR 2001.

Towards Constant Time SLAM using Postponement (PDF format),
Joss Knight, Andrew J. Davison and Ian Reid, IROS 2001.

Markerless Motion Capture of Complex Full-Body Movement for Character Animation (GZIP PS format),
Andrew J. Davison, Jonathan Deutscher and Ian Reid, Eurographics Workshop on Animation and Simulation, 2001.

Sequential Localisation and Map-Building for Real-Time Computer Vision and Robotics (PDF format),
Andrew J. Davison and Nobuyuki Kita, Robotics and Autonomous Systems, 2001.

Sequential Localisation and Map-Building in Computer Vision and Robotics (GZIP PS format),
Andrew J. Davison and Nobuyuki Kita, SMILE Workshop at ECCV 2000.

Active Visual Localisation for Cooperating Inspection Robots (GZIP PS format),
Andrew J. Davison and Nobuyuki Kita, IROS 2000.

Mobile Robot Localisation Using Active Vision (PDF format),
Andrew J. Davison and David W. Murray, ECCV 1998.

Mobile Robot Navigation Using Active Vision (PDF format),
D.Phil (Ph.D) Thesis, Andrew J. Davison, University of Oxford, 1998.

Andrew Davison