Andrew Fitzgibbon

21 papers · 2013–2022 · 3 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (31) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird

🔬 Deep Specialist (16) 🌟 Keyword Trendsetter Combo (4) 🏆 Keyword Champion (3) 🧭 Keyword Pioneer 🔥 Unstoppable · Bronze ⚡ Prolific Year · Productive 📈 Trend Setter ❓ The Questioner 🗃️ Keyword Collector (96) 🚀 Conference Pioneer 🌈 Renaissance Researcher (5) 💎 Century Club · Bronze

Venues

CVPR (14) ICCV (5) ECCV (2)

Top co-authors

Shahram Izadi (8) Jamie Shotton (8) Jonathan Taylor (5) Zuzana Kukelova (3) Thomas J. Cashman (3) Jan Heller (3) Tomas Pajdla (2) Federica Bogo (2) Carsten Rother (2) Je Hyeong Hong (2)

Research topics

Computer Vision (18) Analysis (17) Machine Learning (9) Core Methods (7) Mathematics & Optimization (4) Mathematics (4) Optimization & Theory (4) Processing (4) Artificial Intelligence (2) Computer Science (2) Robotics (2) Capabilities (2) Core AI (2) Domain-Specific (2) Foundations (2)

Keywords

pose estimation (4) 3d reconstruction (4) camera relocalization (3) bundle adjustment (3) camera pose (3) variable projection (2) object tracking (2) subdivision surface (2) depth camera (2) matrix factorization (2) depth image (2) camera pose estimation (2) model-based tracking (2) hand tracking (2) depth estimation (2) uncertainty estimation (2) structure from motion (2) regression forest (2) manifold optimization (1) shape modeling (1)

Papers

FLAG: Flow-Based 3D Avatar Generation From Sparse Observations CVPR 2022 The Phong Surface: Efficient 3D Model Fitting using Lifted Optimization ECCV 2020 Who Left the Dogs Out? 3D Animal Reconstruction with Expectation Maximization in the Loop ECCV 2020 An Efficient Background Term for 3D Reconstruction and Tracking With Smooth Surface Models CVPR 2017 On the Two-View Geometry of Unsynchronized Cameras CVPR 2017 Revisiting the Variable Projection Method for Separable Nonlinear Least Squares Problems CVPR 2017 Efficient Intersection of Three Quadrics and Applications in Computer Vision CVPR 2016 Fits Like a Glove: Rapid and Reliable Hand Shape Personalization CVPR 2016 3D Scanning Deformable Objects With a Single RGBD Sensor CVPR 2015 Efficient Solution to the Epipolar Geometry for Radially Distorted Cameras ICCV 2015 Exploiting Uncertainty in Regression Forests for Accurate Camera Relocalization CVPR 2015 Large-Scale and Drift-Free Surface Reconstruction Using Online Subvolume Registration CVPR 2015 Learning an Efficient Model of Hand Shape Variation From Depth Images CVPR 2015 Model-Based Tracking at 300Hz Using Raw Time-of-Flight Observations ICCV 2015 Reflection Modeling for Passive Stereo ICCV 2015 Secrets of Matrix Factorization: Approximations, Numerics, Manifold Optimization and Random Restarts ICCV 2015 Towards Pointless Structure From Motion: 3D Reconstruction and Camera Parameters From General 3D Curves ICCV 2015 Multi-Output Learning for Camera Relocalization CVPR 2014 SphereFlow: 6 DoF Scene Flow from RGB-D Pairs CVPR 2014 User-Specific Hand Modeling from Monocular Depth Sequences CVPR 2014 Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images CVPR 2013