← Authors

Jamie Shotton

22 papers · 2013–2024 · 4 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (48) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (11) 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (22) ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (103)

Conferences

CVPR (10) ICCV (6) ECCV (4) NIPS (2)

Top co-authors

Andrew Fitzgibbon (8) Shahram Izadi (7) Pushmeet Kohli (5) Jonathan Taylor (4) Sebastian Nowozin (4) Antonio Criminisi (4) Cem Keskin (4) Thomas J. Cashman (3) Stephan J. Garbin (3) Matthew Johnson (3)

Keywords

hand pose estimation (3) regression forest (3) camera relocalization (3) pose estimation (3) 3d reconstruction (2) depth image (2) decision forest (2) semantic segmentation (2) model-based tracking (2) depth sensor (2) reinforcement learning (2) subdivision surface (2) hand tracking (2) gradient-based optimization (1) face analysis (1) non-convex optimization (1) structured prediction (1) computer vision (1) robust optimization (1) ensemble learning (1)

Papers

LingoQA: Video Question Answering for Autonomous Driving ECCV 2024
Model-Based Imitation Learning for Urban Driving NIPS 2022
Fake It Till You Make It: Face Analysis in the Wild Using Synthetic Data Alone ICCV 2021
Full-Body Motion From a Single Head-Mounted Device: Generating SMPL Poses From Partial Observations ICCV 2021
FastNeRF: High-Fidelity Neural Rendering at 200FPS ICCV 2021
CONFIG: Controllable Neural Face Image Generation ECCV 2020
High Resolution Zero-Shot Domain Adaptation of Synthetically Rendered Face Images ECCV 2020
The Phong Surface: Efficient 3D Model Fitting using Lifted Optimization ECCV 2020
PoseAgent: Budget-Constrained 6D Object Pose Estimation via Reinforcement Learning CVPR 2017
DSAC - Differentiable RANSAC for Camera Localization CVPR 2017
Fits Like a Glove: Rapid and Reliable Hand Shape Personalization CVPR 2016
Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization CVPR 2015
Learning an Efficient Model of Hand Shape Variation From Depth Images CVPR 2015
Depth-Based Hand Pose Estimation: Data, Methods, and Challenges ICCV 2015
Opening the Black Box: Hierarchical Sampling Optimization for Estimating Human Hand Pose ICCV 2015
Model-Based Tracking at 300Hz Using Raw Time-of-Flight Observations ICCV 2015
User-Specific Hand Modeling from Monocular Depth Sequences CVPR 2014
Filter Forests for Learning Data-Dependent Convolutional Kernels CVPR 2014
Multi-Output Learning for Camera Relocalization CVPR 2014
GeoF: Geodesic Forests for Learning Coupled Predictors CVPR 2013
Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images CVPR 2013
Decision Jungles: Compact and Rich Models for Classification NIPS 2013