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Shahram Izadi

21 papers · 2013–2020 · 4 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (9) πŸ—ΊοΈ Taxonomy Completionist (45) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🌟 Keyword Trendsetter Combo (4) 🧬 Topic Evolution πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ’Ž Century Club (21) πŸ”₯ Unstoppable (8) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (101)

Conferences

CVPR (16) ECCV (2) ICCV (2) NIPS (1)

Top co-authors

Andrew Fitzgibbon (8) Jamie Shotton (7) Christoph Rhemann (7) Cem Keskin (7) Jonathan Taylor (7) Julien Valentin (5) Adarsh Kowdle (5) Pushmeet Kohli (5) Sean Ryan Fanello (5) Philip Davidson (4)

Keywords

depth estimation (4) stereo matching (3) regression forest (3) camera relocalization (3) 3d reconstruction (3) pose estimation (3) subdivision surface (2) depth image (2) neural network (2) hand tracking (2) point correspondence (2) neural compression (1) conditional computation (1) implicit representation (1) hand pose estimation (1) non-convex optimization (1) volume rendering (1) energy minimization (1) shape modeling (1) feature learning (1)

Papers

Deep Implicit Volume Compression CVPR 2020
Volumetric Capture of Humans With a Single RGBD Camera via Semi-Parametric Learning CVPR 2019
SplineNets: Continuous Neural Decision Graphs NIPS 2018
ActiveStereoNet: End-to-End Self-Supervised Learning for Active Stereo Systems ECCV 2018
StereoNet: Guided Hierarchical Refinement for Real-Time Edge-Aware Depth Prediction ECCV 2018
Low Compute and Fully Parallel Computer Vision With HashMatch ICCV 2017
UltraStereo: Efficient Learning-Based Matching for Active Stereo Systems CVPR 2017
DeepContext: Context-Encoding Neural Pathways for 3D Holistic Scene Understanding ICCV 2017
The Global Patch Collider CVPR 2016
HyperDepth: Learning Depth From Structured Light Without Matching CVPR 2016
Fits Like a Glove: Rapid and Reliable Hand Shape Personalization CVPR 2016
Learning an Efficient Model of Hand Shape Variation From Depth Images CVPR 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
A Light Transport Model for Mitigating Multipath Interference in Time-of-Flight Sensors CVPR 2015
3D Scanning Deformable Objects With a Single RGBD Sensor CVPR 2015
Computationally Bounded Retrieval CVPR 2015
Multi-Output Learning for Camera Relocalization CVPR 2014
User-Specific Hand Modeling from Monocular Depth Sequences CVPR 2014
Filter Forests for Learning Data-Dependent Convolutional Kernels CVPR 2014
Scene Coordinate Regression Forests for Camera Relocalization in RGB-D Images CVPR 2013