Matthew O'Toole

20 papers · 2014–2025 · 4 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🏃 Academic Marathon (11) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (38) 🌍 Conference Polyglot (4) 🏆 Keyword Champion (2) 💎 Century Club (20) 🗃️ Keyword Collector (95) 🔥 Unstoppable (6) 📈 Trend Setter

Conferences

CVPR (11) ICCV (5) ECCV (3) NIPS (1)

Top co-authors

Benjamin Attal (5) James Tompkin (4) Christian Richardt (4) Dorian Chan (4) Srinivasa G. Narasimhan (2) Kris M. Kitani (2) David B. Lindell (2) Mikhail Okunev (2) Mark Sheinin (2) Felix Heide (2)

Keywords

depth estimation (6) structured light (3) 3d reconstruction (3) view synthesis (3) sensor fusion (3) dynamic scene (2) neural radiance field (2) light transport (2) time-of-flight camera (2) compressive sensing (1) transient imaging (1) single-photon imaging (1) human pose estimation (1) gaussian splatting (1) computational photography (1) image reconstruction (1) motion capture (1) semantic segmentation (1) signal processing (1) neural rendering (1)

Papers

Towards Foundational Models for Single-Chip Radar ICCV 2025

Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields CVPR 2025

Neural Inverse Rendering from Propagating Light CVPR 2025

Spatially-Varying Autofocus ICCV 2025

Coherence As Texture - Passive Textureless 3D Reconstruction by Self-interference CVPR 2024

Flowed Time of Flight Radiance Fields ECCV 2024

Holodepth: Programmable Depth-Varying Projection via Computer-Generated Holography ECCV 2024

Flash Cache: Reducing Bias in Radiance Cache Based Inverse Rendering ECCV 2024

Neural Fields for Structured Lighting ICCV 2023

SpinCam: High-Speed Imaging via a Rotating Point-Spread Function ICCV 2023

Modality-Agnostic Learning for Radar-Lidar Fusion in Vehicle Detection CVPR 2022

Holocurtains: Programming Light Curtains via Binary Holography CVPR 2022

Dual-Shutter Optical Vibration Sensing CVPR 2022

Multi-Echo LiDAR for 3D Object Detection ICCV 2021

TöRF: Time-of-Flight Radiance Fields for Dynamic Scene View Synthesis NIPS 2021

Optical Non-Line-of-Sight Physics-Based 3D Human Pose Estimation CVPR 2020

Tracking Multiple Objects Outside the Line of Sight Using Speckle Imaging CVPR 2018

Reconstructing Transient Images From Single-Photon Sensors CVPR 2017

Defocus Deblurring and Superresolution for Time-of-Flight Depth Cameras CVPR 2015

3D Shape and Indirect Appearance by Structured Light Transport CVPR 2014