Computer Vision

A 5-Point Minimal Solver for Event Camera Relative Motion Estimation
A 5-Point Minimal Solver for Event Camera Relative Motion Estimation

This paper lead to an oral at ICCV 2023 in Paris!

Oct 2, 2023

Event-based Agile Object Catching with a Quadrupedal Robot
Event-based Agile Object Catching with a Quadrupedal Robot

Here we explore the advantages of using event cameras to catch high-speed objects at up 15 m/s with the quadrupedal robot ANYmal. Our paper “Event-based Agile Object Catching with a Quadrupedal Robot” was featured on IEEE Spectrum.

May 29, 2023

Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras
Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras

Nov 20, 2022

Exploring Event Camera-based Odometry for Planetary Robots
Exploring Event Camera-based Odometry for Planetary Robots

Jul 1, 2022

Time Lens++: Event-based Frame Interpolation with Parametric Non-linear Flow and Multi-scale Fusion
Time Lens++: Event-based Frame Interpolation with Parametric Non-linear Flow and Multi-scale Fusion

This work appeared in , and lead to a patent with Huawei RC Zurich! Stepan Tulyakov, Alfredo Bocicchio, Stamatios Georgoulis, Yuanyou Li, Daniel Gehrig, Mathias Gehrig, and Davide Scaramuzza, IMAGE PROCESSING APPARATUS AND METHOD FOR GENERATING INTERPOLATED FRAME, WO/2023/083467, Pub- lished 19.

Jun 19, 2022

Multi-Bracket High Dynamic Range Imaging with Event Cameras
Multi-Bracket High Dynamic Range Imaging with Event Cameras

This paper lead to the following patent with Huawei RC Zurich! Stamatios Georgoulis, Nico Messikommer, Stepan Tulyakov, Julius Erbach, Alfredo Bochic- chio, Daniel Gehrig, Yuanyou Li, and Davide Scaramuzza, HIGH DYNAMIC RANGE IMAGING DEVICE AND METHOD OF GENERATING A HIGH DYNAMIC RANGE IMAGE, WO/2023/083466, Published 19.

Jun 19, 2022

ESS: Learning Event-based Semantic Segmentation from Still Images
ESS: Learning Event-based Semantic Segmentation from Still Images

Jun 19, 2022

AEGNN: Asynchronous Event-based Graph Neural Networks
AEGNN: Asynchronous Event-based Graph Neural Networks

Jun 19, 2022

Are High-Resolution Event Cameras Really Needed?
Are High-Resolution Event Cameras Really Needed?

Mar 28, 2022

Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation
Bridging the Gap between Events and Frames through Unsupervised Domain Adaptation

Jan 25, 2022