Andrew Blake

Affiliations:
  • Alan Turing Institute, London, UK
  • Microsoft Research, Cambridge (former)
  • Oxford University, Department of Engineering Science (former)
  • University of Edinburgh, School of Informatics (former)


According to our database1, Andrew Blake authored at least 157 papers between 1982 and 2017.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2008, "For contributions to the foundations of segmentation and tracking, and innovation in vision applications".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2017
Harnessing the Power of Data Science through Research.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

2015
The Costs and Benefits of Combining Gaze and Hand Gestures for Remote Interaction.
Proceedings of the Human-Computer Interaction - INTERACT 2015, 2015

2014
A Bayesian method to quantifying chemical composition using NMR: Application to porous media systems.
Proceedings of the 22nd European Signal Processing Conference, 2014

2013
Real-Time Human Pose Recognition in Parts from Single Depth Images.
Proceedings of the Machine Learning for Computer Vision, 2013

Efficient Human Pose Estimation from Single Depth Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Real-time human pose recognition in parts from single depth images.
Commun. ACM, 2013

2012
Branch-and-Mincut: Global Optimization for Image Segmentation with High-Level Priors.
J. Math. Imaging Vis., 2012

2010
Fusion Moves for Markov Random Field Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Dense Stereo Matching over the Panum Band.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Geodesic star convexity for interactive image segmentation.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Discriminative, Semantic Segmentation of Brain Tissue in MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009

Random Forest Classification for Automatic Delineation of Myocardium in Real-Time 3D Echocardiography.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

On compositional Image Alignment, with an application to Active Appearance Models.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Multiscale Categorical Object Recognition Using Contour Fragments.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Probabilistic Fusion of Stereo with Color and Contrast for Bi-Layer Segmentation.
Int. J. Comput. Vis., 2008

Probabilistic inference in machine vision systems.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Image Segmentation by Branch-and-Mincut.
Proceedings of the Computer Vision, 2008

GeoS: Geodesic Image Segmentation.
Proceedings of the Computer Vision, 2008

Bayesian color constancy revisited.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Efficiently Combining Contour and Texture Cues for Object Recognition.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Efficient Dense Stereo with Occlusions for New View-Synthesis by Four-State Dynamic Programming.
Int. J. Comput. Vis., 2007

C-Slate: A Multi-Touch and Object Recognition System for Remote Collaboration using Horizontal Surfaces.
Proceedings of the Second IEEE International Workshop on Horizontal Interactive Human-Computer Systems (Tabletop 2007), 2007

High Precision Multi-touch Sensing on Surfaces using Overhead Cameras.
Proceedings of the Second IEEE International Workshop on Horizontal Interactive Human-Computer Systems (Tabletop 2007), 2007

LogCut - Efficient Graph Cut Optimization for Markov Random Fields.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Learning priors for calibrating families of stereo cameras.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Reconstructing High Quality Face-Surfaces using Model Based Stereo.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Stereo vision and segmentation.
Proceedings of the Fourth IEEE International Conference on Advanced Video and Signal Based Surveillance, 2007

2006
AutoCollage.
ACM Trans. Graph., 2006

Probabilistic Fusion of Stereo with Color and Contrast for Bilayer Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Sparse and Semi-supervised Visual Mapping with the S<sup>3</sup>P.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Bilayer Segmentation of Live Video.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

The Panum Proxy Algorithm for Dense Stereo Matching over a Volume of Interest.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
Sparse Bayesian Learning for Efficient Visual Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2005

Sparse Finite Element Level-Sets for Anisotropic Boundary Detection in 3D Images.
Proceedings of the Scale Space and PDE Methods in Computer Vision, 2005

Fusion of Stereo, Colour and Contrast.
Proceedings of the Robotics Research: Results of the 12th International Symposium, 2005

Contour-Based Learning for Object Detection.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Digital Tapestry.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Bi-Layer Segmentation of Binocular Stereo Video.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

2004
"GrabCut": interactive foreground extraction using iterated graph cuts.
ACM Trans. Graph., 2004

Data fusion for visual tracking with particles.
Proc. IEEE, 2004

Towards a complete dense geometric and photometric reconstruction under varying pose and illumination.
Image Vis. Comput., 2004

Guest Editorial: Computer Vision Research at Microsoft Corporation.
Int. J. Comput. Vis., 2004

Generative Affine Localisation and Tracking.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

The Variational Ising Classifier (VIC) Algorithm for Coherently Contaminated Data.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Sparse Finite Elements for Geodesic Contours with Level-Sets.
Proceedings of the Computer Vision, 2004

Interactive Image Segmentation Using an Adaptive GMMRF Model.
Proceedings of the Computer Vision, 2004

The SPS Algorithm: Patching Figural Continuity and Transparency by Split-Patch Search.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
Poisson image editing.
ACM Trans. Graph., 2003

A Sparse Probabilistic Learning Algorithm for Real-Time Tracking.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Gaze Manipulation for One-to-one Teleconferencing.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Super-resolution Enhancement of Video.
Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, 2003

2002
An HMM-Based Segmentation Method for Traffic Monitoring Movies.
IEEE Trans. Pattern Anal. Mach. Intell., 2002

Towards the automatic analysis of complex human body motions.
Image Vis. Comput., 2002

Probabilistic Tracking with Exemplars in a Metric Space.
Int. J. Comput. Vis., 2002

Towards Improved Observation Models for Visual Tracking: Selective Adaptation.
Proceedings of the Computer Vision, 2002

Statistical Learning of Multi-view Face Detection.
Proceedings of the Computer Vision, 2002

Rapid Summarisation and Browsing of Video Sequences.
Proceedings of the British Machine Vision Conference 2002, 2002

2001
Bayesian Object Localisation in Images.
Int. J. Comput. Vis., 2001

Integrated Tracking with Vision and Sound.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Sequential Monte Carlo Fusion of Sound and Vision for Speaker Tracking.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Probabilistic Tracking in a Metric Space.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Computationally Efficient Face Detection.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

JetStream: Probabilistic Contour Extraction with Particles.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Nonlinear filtering for speaker tracking in noisy and reverberant environments.
Proceedings of the IEEE International Conference on Acoustics, 2001

Statistical Models of Visual Shape and Motion.
Proceedings of the Sequential Monte Carlo Methods in Practice, 2001

2000
Learning and Classification of Complex Dynamics.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

A Probabilistic Exclusion Principle for Tracking Multiple Objects.
Int. J. Comput. Vis., 2000

Statistical Foreground Modelling for Object Localisation.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

A Probabilistic Background Model for Tracking.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Articulated Body Motion Capture by Annealed Particle Filtering.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Evaluating a robust contour tracker on echocardiographic sequences.
Medical Image Anal., 1999

Using expectation-maximisation to learn dynamical models from visual data.
Image Vis. Comput., 1999

Caging Planar Bodies by One-Parameter Two-Fingered Gripping Systems.
Int. J. Robotics Res., 1999

Object Localization by Bayesian Correlation.
Proceedings of the International Conference on Computer Vision, 1999

Classification of Human Body Motion.
Proceedings of the International Conference on Computer Vision, 1999

Tracking through Singularities and Discontinuities by Random Sampling.
Proceedings of the International Conference on Computer Vision, 1999

1998
CONDENSATION - Conditional Density Propagation for Visual Tracking.
Int. J. Comput. Vis., 1998

Learning Multi-Class Dynamics.
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

Caging Planar Objects with a Three-Finger One-Parameter Gripper.
Proceedings of the IEEE International Conference on Robotics and Automation, 1998

Learning Dynamical Models Using Expectation-Maximisation.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

A Probabilistic Contour Discriminant for Object Localisation.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Accurate, Real-Time, Unadorned Lip Tracking.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Robust Contour Tracking in Echocardiographic Sequences.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

A Mixed-State CONDENSATION Tracker with Automatic Model-Switching.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Error-Tolerant Visual Planning of Planar Grasp.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Separability of Pose and Expression in Facial Tracing and Animation.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998

Spatial Dependence in the Observation of Visual Contours.
Proceedings of the Computer Vision, 1998

ICONDENSATION: Unifying Low-Level and High-Level Tracking in a Stochastic Framework.
Proceedings of the Computer Vision, 1998

A Smoothing Filter for CONDENSATION.
Proceedings of the Computer Vision, 1998

Active contours - the application of techniques from graphics, vision, control theory and statistics to visual tracking of shapes in motion.
Springer, ISBN: 978-3-540-76217-1, 1998

1997
Image Divergence and Deformation from Closed Curves.
Int. J. Robotics Res., 1997

Visual tracking and pose recovery for special effects.
Proceedings of the ACM SIGGRAPH 97 Visual Proceedings: The art and interdisciplinary programs of SIGGRAPH '97, 1997

1996
Statistical mosaics for tracking.
Image Vis. Comput., 1996

Quantitative planar region detection.
Int. J. Comput. Vis., 1996

Automatic video tracking by probabilistic propagation.
Proceedings of the ACM SIGGRAPH 96 Visual Proceedings: The art and interdisciplinary programs of SIGGRAPH 1996, 1996

The CONDENSATION Algorithm - Conditional Density Propagation and Applications to Visual Tracking.
Proceedings of the Advances in Neural Information Processing Systems 9, 1996

Caging 2D bodies by 1-parameter two-fingered gripping systems.
Proceedings of the 1996 IEEE International Conference on Robotics and Automation, 1996

Statistical Feature Modelling for Active Contours.
Proceedings of the Computer Vision, 1996

Learning Dynamics of Complex Motions from Image Sequences.
Proceedings of the Computer Vision, 1996

Real-Time Lip Tracking for Audio-Visual Speech Recognition Applications.
Proceedings of the Computer Vision, 1996

Contour Tracking by Stochastic Propagation of Conditional Density.
Proceedings of the Computer Vision, 1996

Motion Deblurring and Super-resolution from an Image Sequence.
Proceedings of the Computer Vision, 1996

1995
A design for a visual motion transducer.
IEEE Trans. Robotics Autom., 1995

Real-time tracking of surfaces with structured light.
Image Vis. Comput., 1995

A Symmetry Theory of Planar Grasp.
Int. J. Robotics Res., 1995

Learning to Track the Visual Motion of Contours.
Artif. Intell., 1995

Making Robots See.
Proceedings of the Machine Intelligence 15, 1995

Determining Facial Expressions in Real-Time.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

Computer Tracking of Tagged <sup>1</sup>H MR Images for Motion Analysis.
Proceedings of the Computer Vision, 1995

Applying visual curve tracking to graphics.
Proceedings of the Computer Animation 1995, 1995

Statistical Background Modelling for Tracking with a Virtual Camera.
Proceedings of the British Machine Vision Conference, 1995

1994
Isoperimetric Normalization of Planar Curves.
IEEE Trans. Pattern Anal. Mach. Intell., 1994

Robust estimation of egomotion from normal flow.
Int. J. Comput. Vis., 1994

Real-time traffic monitoring.
Proceedings of Second IEEE Workshop on Applications of Computer Vision, 1994

3D position, attitude and shape input using video tracking of hands and lips.
Proceedings of the 21th Annual Conference on Computer Graphics and Interactive Techniques, 1994

Visually Guided Grasping in 3D.
Proceedings of the 1994 International Conference on Robotics and Automation, 1994

Grasping the Apparent Contour.
Proceedings of the Computer Vision, 1994

1993
Trinocular Active Range-Sensing.
IEEE Trans. Pattern Anal. Mach. Intell., 1993

Planar region detection and motion recovery.
Image Vis. Comput., 1993

A framework for spatiotemporal control in the tracking of visual contours.
Int. J. Comput. Vis., 1993

Planning Planar Grasps of Smooth Contours.
Proceedings of the 1993 IEEE International Conference on Robotics and Automation, 1993

Eliciting qualitative structure from image curve deformations.
Proceedings of the Fourth International Conference on Computer Vision, 1993

Grasping visual symmetry.
Proceedings of the Fourth International Conference on Computer Vision, 1993

Affine-invariant contour tracking with automatic control of spatiotemporal scale.
Proceedings of the Fourth International Conference on Computer Vision, 1993

1992
Surface shape from the deformation of apparent contours.
Int. J. Comput. Vis., 1992

Real-time Visual Tracking for Surveillance and Path Planning.
Proceedings of the Computer Vision, 1992

Surface Orientation and Time to Contact from Image Divergence and Deformation.
Proceedings of the Computer Vision, 1992

1991
Robust estimation of surface curvature from deformation of apparent contours.
Image Vis. Comput., 1991

AAAI-90 Workshop on Qualitative Vision.
AI Mag., 1991

A Novel Approach to Motion Segmentation.
Proceedings of the British Machine Vision Conference, 1991

Parallel Implementation of Lagrangian Dynamics for Real-time Snakes.
Proceedings of the British Machine Vision Conference, 1991

1990
Shape from Texture: Estimation, Isotropy and Moments.
Artif. Intell., 1990

Shape from texture: the homogeneity hypothesis.
Proceedings of the Third International Conference on Computer Vision, 1990

The dynamic analysis of apparent contours.
Proceedings of the Third International Conference on Computer Vision, 1990

Robust ego-motion estimation.
Proceedings of the British Machine Vision Conference, 1990

Epipolar geometry for trinocular active range-sensors.
Proceedings of the British Machine Vision Conference, 1990

Towards qualitative vision: motion parallax.
Proceedings of the British Machine Vision Conference, 1990

1989
Comparison of the Efficiency of Deterministic and Stochastic Algorithms for Visual Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell., 1989

The information available to a moving observer from specularities.
Image Vis. Comput., 1989

1988
Visual Reconstruction by Linear Filter.
Proceedings of the 3rd IMA Conference on the Mathematics of Surfaces, 1988

Detecting Specular Reflections Using Lambertian Constraints.
Proceedings of the Second International Conference on Computer Vision, 1988

Geometry From Specularities.
Proceedings of the Second International Conference on Computer Vision, 1988

Analysis of 3D Texture.
Proceedings of the Alvey Vision Conference, 1988

1987
Computing lightness.
Pattern Recognit. Lett., 1987

Localising discontinuities using weak continuity constraints.
Pattern Recognit. Lett., 1987

Knowledge source for describing stereoscopically viewed textured surfaces.
Image Vis. Comput., 1987

Ambiguity of Shading and Stereo Contour.
Proceedings of the Alvey Vision Conference, 1987

Visual Reconstruction
MIT Press, ISBN: 0-262-02271-0, 1987

1986
Weak Continuity Constraints Generate Uniform Scale-Space Descriptions of Plane Curves.
Proceedings of the Advances in Artificial Intelligence II, 1986

1985
Surface descriptions from stereo and shading.
Image Vis. Comput., 1985

Boundary conditions for lightness computation in Mondrian World.
Comput. Vis. Graph. Image Process., 1985

Specular Stereo.
Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

1984
Reconstructing a Visible Surface.
Proceedings of the National Conference on Artificial Intelligence. Austin, 1984

1983
The least-disturbance principle and weak constraints.
Pattern Recognit. Lett., 1983

Relaxation labelling - the principle of 'least disturbance'.
Pattern Recognit. Lett., 1983

1982
Fixed Point Solutions of Recursive Operations on Boolean Arrays.
Comput. J., 1982


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