Antonio Criminisi

Orcid: 0000-0002-3668-7014

Affiliations:
  • Microsoft Research


According to our database1, Antonio Criminisi authored at least 129 papers between 1998 and 2024.

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Bibliography

2024
An Equal Seat at the Table: Exploring Videoconferencing with Shared Spatial Context combined with 3D Video Representations.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

2023
Development and validation of an accurate smartphone application for measuring waist-to-hip circumference ratio.
npj Digit. Medicine, 2023

2022
Smartphone camera based assessment of adiposity: a validation study.
npj Digit. Medicine, 2022

Sequential Ensembling for Semantic Segmentation.
CoRR, 2022

2021
Uncertainty modelling in deep learning for safer neuroimage enhancement: Demonstration in diffusion MRI.
NeuroImage, 2021

2019
Uncertainty Quantification in Deep Learning for Safer Neuroimage Enhancement.
CoRR, 2019

3D convolutional neural networks for tumor segmentation using long-range 2D context.
Comput. Medical Imaging Graph., 2019

Adaptive Neural Trees.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Deep Learning with Mixed Supervision for Brain Tumor Segmentation.
CoRR, 2018

Autofocus Layer for Semantic Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Semi-Supervised Learning via Compact Latent Space Clustering.
Proceedings of the 35th International Conference on Machine Learning, 2018

2017
Quantifying Registration Uncertainty With Sparse Bayesian Modelling.
IEEE Trans. Medical Imaging, 2017

Image quality transfer and applications in diffusion MRI.
NeuroImage, 2017

Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements.
Medical Image Anal., 2017

Fine-tuned convolutional neural nets for cardiac MRI acquisition plane recognition.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017

Bayesian Image Quality Transfer with CNNs: Exploring Uncertainty in dMRI Super-Resolution.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Unsupervised Domain Adaptation in Brain Lesion Segmentation with Adversarial Networks.
Proceedings of the Information Processing in Medical Imaging, 2017

Spectral Kernels for Probabilistic Analysis and Clustering of Shapes.
Proceedings of the Information Processing in Medical Imaging, 2017

Deep Roots: Improving CNN Efficiency with Hierarchical Filter Groups.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Report on the Cloud-Based Evaluation Approaches Workshop 2015.
SIGIR Forum, 2016

Machine learning for medical images analysis.
Medical Image Anal., 2016

Assessing Multiple Sclerosis With Kinect: Designing Computer Vision Systems for Real-World Use.
Hum. Comput. Interact., 2016

Erratum to: Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery.
Comput. Support. Cooperative Work., 2016

Decision Forests, Convolutional Networks and the Models in-Between.
CoRR, 2016

Training CNNs with Low-Rank Filters for Efficient Image Classification.
Proceedings of the 4th International Conference on Learning Representations, 2016

Measuring Neural Net Robustness with Constraints.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Bayesian Image Quality Transfer.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

DeepMedic for Brain Tumor Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

Lifted Auto-Context Forests for Brain Tumour Segmentation.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

Deep Neural Decision Forests.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Refining Architectures of Deep Convolutional Neural Networks.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Predicting Personal Traits from Facial Images Using Convolutional Neural Networks Augmented with Facial Landmark Information.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Real-Time RGB-D Camera Relocalization via Randomized Ferns for Keyframe Encoding.
IEEE Trans. Vis. Comput. Graph., 2015

SemanticPaint: Interactive 3D Labeling and Learning at your Fingertips.
ACM Trans. Graph., 2015

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS).
IEEE Trans. Medical Imaging, 2015

SemanticPaint: interactive segmentation and learning of 3D world.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2015

Spectral Forests: Learning of Surface Data, Application to Cortical Parcellation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Improving Indoor Mobility of the Visually Impaired with Depth-Based Spatial Sound.
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Voice or Gesture in the Operating Room.
Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems, 2015

2014
Learning to be a depth camera for close-range human capture and interaction.
ACM Trans. Graph., 2014

Encoding atlases by randomized classification forests for efficient multi-atlas label propagation.
Medical Image Anal., 2014

Interactional Order and Constructed Ways of Seeing with Touchless Imaging Systems in Surgery.
Comput. Support. Cooperative Work., 2014

Touchless interaction in surgery.
Commun. ACM, 2014

Recognizing Cardiac Magnetic Resonance Acquisition Planes.
Proceedings of the Medical Image Understanding and Analysis, 2014

Classifier-Based Multi-atlas Label Propagation with Test-Specific Atlas Weighting for Correspondence-Free Scenarios.
Proceedings of the Medical Computer Vision: Algorithms for Big Data, 2014

Laplacian Forests: Semantic Image Segmentation by Guided Bagging.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Quantifying Progression of Multiple Sclerosis via Classification of Depth Videos.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Sparse Bayesian Registration.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Image Quality Transfer via Random Forest Regression: Applications in Diffusion MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Filter Forests for Learning Data-Dependent Convolutional Kernels.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

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

WESD-Weighted Spectral Distance for Measuring Shape Dissimilarity.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Whole-body anatomy localization via classification and regression forests.
Medical Image Anal., 2013

Neighbourhood approximation using randomized forests.
Medical Image Anal., 2013

Regression forests for efficient anatomy detection and localization in computed tomography scans.
Medical Image Anal., 2013

Decision Jungles: Compact and Rich Models for Classification.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Atlas Encoding by Randomized Forests for Efficient Label Propagation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Modality Propagation: Coherent Synthesis of Subject-Specific Scans with Data-Driven Regularization.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Decision Forests for Segmentation of the Left Atrium from 3D MRI.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2013

Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Real-time RGB-D camera relocalization.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2013

Image Segmentation Using Hardware Forest Classifiers.
Proceedings of the 21st IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2013

Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

GeoF: Geodesic Forests for Learning Coupled Predictors.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Discriminative Segmentation-Based Evaluation Through Shape Dissimilarity.
IEEE Trans. Medical Imaging, 2012

Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning.
Found. Trends Comput. Graph. Vis., 2012

Context-Sensitive Decision Forests for Object Detection.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Decision Forests for Tissue-Specific Segmentation of High-Grade Gliomas in Multi-channel MR.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Immediate ROI Search for 3-D Medical Images.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012

Neighbourhood Approximation Forests.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Automatic Localization and Identification of Vertebrae in Arbitrary Field-of-View CT Scans.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Brain Tumor Cell Density Estimation from Multi-modal MR Images Based on a Synthetic Tumor Growth Model.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Current-Based 4D Shape Analysis for the Mechanical Personalization of Heart Models.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Joint Classification-Regression Forests for Spatially Structured Multi-object Segmentation.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Bilayer Segmentation of Webcam Videos Using Tree-Based Classifiers.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Harvesting Image Databases from the Web.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Spatial decision forests for MS lesion segmentation in multi-channel magnetic resonance images.
NeuroImage, 2011

Robust linear registration of CT images using random regression forests.
Proceedings of the Medical Imaging 2011: Image Processing, 2011

Immediate Structured Visual Search for Medical Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Fast Multiple Organ Detection and Localization in Whole-Body MR Dixon Sequences.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Layered Spatio-temporal Forests for Left Ventricle Segmentation from 4D Cardiac MRI Data.
Proceedings of the Statistical Atlases and Computational Models of the Heart. Imaging and Modelling Challenges, 2011

A Discriminative-Generative Model for Detecting Intravenous Contrast in CT Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Entangled Decision Forests and Their Application for Semantic Segmentation of CT Images.
Proceedings of the Information Processing in Medical Imaging, 2011

Combining Generative and Discriminative Models for Semantic Segmentation of CT Scans via Active Learning.
Proceedings of the Information Processing in Medical Imaging, 2011

Efficient regression of general-activity human poses from depth images.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Exploring the potential for touchless interaction in image-guided interventional radiology.
Proceedings of the International Conference on Human Factors in Computing Systems, 2011

2010
Geodesic image and video editing.
ACM Trans. Graph., 2010

Spatial Decision Forests for MS Lesion Segmentation in Multi-Channel MR Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010

Regression Forests for Efficient Anatomy Detection and Localization in CT Studies.
Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2010

Real-Time Spatiotemporal Stereo Matching Using the Dual-Cross-Bilateral Grid.
Proceedings of the Computer Vision, 2010

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

2009
Epitomic Location Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context.
Int. J. Comput. Vis., 2009

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

3D-aware image editing for out of bounds photography.
Proceedings of the Graphics Interface 2009 Conference, 2009

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

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

Object Class Segmentation using Random Forests.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Photo clip art.
ACM Trans. Graph., 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

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

Tree-based Classifiers for Bilayer Video Segmentation.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Incorporating On-demand Stereo for Real Time Recognition.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

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

Single-Histogram Class Models for Image Segmentation.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

<i>TextonBoost</i>: Joint Appearance, Shape and Context Modeling for Multi-class Object Recognition and Segmentation.
Proceedings of the Computer Vision, 2006

Discriminative Object Class Models of Appearance and Shape by Correlatons.
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

2005
Extracting layers and analyzing their specular properties using epipolar-plane-image analysis.
Comput. Vis. Image Underst., 2005

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

Object Categorization by Learned Universal Visual Dictionary.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 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
Region filling and object removal by exemplar-based image inpainting.
IEEE Trans. Image Process., 2004

Dense stereo using pivoted dynamic programming.
Image Vis. Comput., 2004

Image-Based Interactive Exploration of Real-World Environments.
IEEE Computer Graphics and Applications, 2004

Did the great masters use optical projections while painting? Perspective Comparison of Paintings and Photographs of Renaissance Chandeliers.
Proceedings of the 17th International Conference on Pattern Recognition, 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
Gaze Manipulation for One-to-one Teleconferencing.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003

Object Removal by Exemplar-Based Inpainting.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
On the Motion and Appearance of Specularities in Image Sequences.
Proceedings of the Computer Vision, 2002

Single-View Metrology: Algorithms and Applications.
Proceedings of the Pattern Recognition, 2002

Dense Stereo Using Pivoted Dynamic.
Proceedings of the British Machine Vision Conference 2002, 2002

2001
Accurate visual metrology from single and multiple uncalibrated images.
Distinguished dissertations, Springer, ISBN: 978-1-85233-468-0, 2001

2000
Single View Metrology.
Int. J. Comput. Vis., 2000

Shape from Texture: Homogeneity Revisited.
Proceedings of the British Machine Vision Conference 2000, 2000

1999
A plane measuring device.
Image Vis. Comput., 1999

Creating Architectural Models from Images.
Comput. Graph. Forum, 1999

1998
Duality, Rigidity and Planar Parallax.
Proceedings of the Computer Vision, 1998


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