Jamie Shotton

According to our database1, Jamie Shotton authored at least 76 papers between 2003 and 2019.

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

Timeline

Legend:

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Bibliography

2019
Opening the Black Box: Hierarchical Sampling Optimization for Hand Pose Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Learning-driven Coarse-to-Fine Articulated Robot Tracking.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Depth-Based Hand Pose Estimation: Methods, Data, and Challenges.
International Journal of Computer Vision, 2018

Visual Articulated Tracking in the Presence of Occlusions.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Automatic Stylistic Composition of Bach Chorales with Deep LSTM.
Proceedings of the 18th International Society for Music Information Retrieval Conference, 2017

PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

DSAC - Differentiable RANSAC for Camera Localization.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Efficient and precise interactive hand tracking through joint, continuous optimization of pose and correspondences.
ACM Trans. Graph., 2016

Guest Editors' Introduction to the Special Issue on Multimodal Human Pose Recovery and Behavior Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Guest Editorial: Human Activity Understanding from 2D and 3D Data.
International Journal of Computer Vision, 2016

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

ShadowHands: High-Fidelity Remote Hand Gesture Visualization using a Hand Tracker.
Proceedings of the 2016 ACM on Interactive Surfaces and Spaces, 2016

Fits Like a Glove: Rapid and Reliable Hand Shape Personalization.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 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. Med. Imaging, 2015

Metric Regression Forests for Correspondence Estimation.
International Journal of Computer Vision, 2015

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

Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Depth-Based Hand Pose Estimation: Data, Methods, and Challenges.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Model-Based Tracking at 300Hz Using Raw Time-of-Flight Observations.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Object Proposals Estimation in Depth Image Using Compact 3D Shape Manifolds.
Proceedings of the Pattern Recognition - 37th German Conference, 2015

Exploiting uncertainty in regression forests for accurate camera relocalization.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Learning an efficient model of hand shape variation from depth images.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Accurate, Robust, and Flexible Real-time Hand Tracking.
Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014
Semantic Image Segmentation.
Computer Vision, A Reference Guide, 2014

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

ChaLearn Looking at People Challenge 2014: Dataset and Results.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Learning 6D Object Pose Estimation Using 3D Object Coordinates.
Proceedings of the Computer Vision - ECCV 2014, 2014

User-Specific Hand Modeling from Monocular Depth Sequences.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Multi-output Learning for Camera Relocalization.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

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

RetroDepth: 3D silhouette sensing for high-precision input on and above physical surfaces.
Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013
Key Developments in Human Pose Estimation for Kinect.
Proceedings of the Consumer Depth Cameras for Computer Vision, 2013

Computer vision for RGB-D sensors: Kinect and its applications [special issue intro.].
IEEE Trans. Cybernetics, 2013

Enhanced Computer Vision With Microsoft Kinect Sensor: A Review.
IEEE Trans. Cybernetics, 2013

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

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

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

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

Synthetic training in object detection.
Proceedings of the IEEE International Conference on Image Processing, 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

Metric Regression Forests for Human Pose Estimation.
Proceedings of the British Machine Vision Conference, 2013

2012
Decision Forests: A Unified Framework for Classification, Regression, Density Estimation, Manifold Learning and Semi-Supervised Learning.
Foundations and Trends in Computer Graphics and Vision, 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

Learning to Efficiently Detect Repeatable Interest Points in Depth Data.
Proceedings of the Computer Vision - ECCV 2012, 2012

The Vitruvian manifold: Inferring dense correspondences for one-shot human pose estimation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Conditional regression forests for human pose estimation.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

2011
Facial Deblur Inference Using Subspace Analysis for Recognition of Blurred Faces.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Learning a Generative Model of Images by Factoring Appearance and Shape.
Neural Computation, 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

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

Entangled Decision Forests and Their Application for Semantic Segmentation of CT Images.
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

Real-time human pose recognition in parts from single depth images.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Semantic Texton Forests.
Proceedings of the Computer Vision: Detection, Recognition and Reconstruction, 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

2009
TextonBoost for Image Understanding: Multi-Class Object Recognition and Segmentation by Jointly Modeling Texture, Layout, and Context.
International Journal of Computer Vision, 2009

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

Facial deblur inference to improve recognition of blurred fFaces.
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

Segmentation and Recognition Using Structure from Motion Point Clouds.
Proceedings of the Computer Vision, 2008

Semantic texton forests for image categorization and segmentation.
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.
International Journal of Computer Vision, 2007

Semantic photo synthesis.
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007

2006
Semantic Photo Synthesis.
Comput. Graph. Forum, 2006

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

The Layout Consistent Random Field for Recognizing and Segmenting Partially Occluded Objects.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

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

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


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