activity
20222026
most citedEVIMO2: An Event Camera Dataset for Motion Segmentation, Optical Flow, Structure from Motion, and Visual Inertial Odometry in Indoor Scenes with Monocular or Stereo Algorithms

11 citations · 12 across the 9 of their papers we have counts for

collaborators

9 papers

cs.CV2026

High-speed Imaging through Turbulence with Event-based Light Fields

Yu-Hsiang Huang, Levi Burner, Sachin Shah +3

This work introduces and demonstrates the first system capable of imaging fast-moving extended non-rigid objects through strong atmospheric turbulence at high frame rate. Event cam…

cs.RO2025

Artificial Microsaccade Compensation: Stable Vision for an Ornithopter

Levi Burner, Guido de Croon, Yiannis Aloimonos

Animals with foveated vision, including humans, experience microsaccades, small, rapid eye movements that they are not aware of. Inspired by this phenomenon, we develop a method fo…

cs.CV2025

Odometry Without Correspondence from Inertially Constrained Ruled Surfaces

Chenqi Zhu, Levi Burner, Yiannis Aloimonos

Visual odometry techniques typically rely on feature extraction from a sequence of images and subsequent computation of optical flow. This point-to-point correspondence between two…

cs.CV2024

Learning Normal Flow Directly From Event Neighborhoods

Dehao Yuan, Levi Burner, Jiayi Wu +4

Event-based motion field estimation is an important task. However, current optical flow methods face challenges: learning-based approaches, often frame-based and relying on CNNs, l…

cs.CV2024★ 1 cited

Repurposing Pre-trained Video Diffusion Models for Event-based Video Interpolation

Jingxi Chen, Brandon Y. Feng, Haoming Cai +6

Video Frame Interpolation aims to recover realistic missing frames between observed frames, generating a high-frame-rate video from a low-frame-rate video. However, without additio…

cs.RO2024

Extremum Seeking Controlled Wiggling for Tactile Insertion

Levi Burner, Pavan Mantripragada, Gabriele M. Caddeo +3

When humans perform complex insertion tasks such as pushing a cup into a cupboard, routing a cable, or putting a key in a lock, they wiggle the object and adapt the process through…

cs.RO2024

Embodied Visuomotor Representation

Levi Burner, Cornelia Fermüller, Yiannis Aloimonos

Imagine sitting at your desk, looking at objects on it. You do not know their exact distances from your eye in meters, but you can immediately reach out and touch them. Instead of…

cs.CV2022★ 11 cited

EVIMO2: An Event Camera Dataset for Motion Segmentation, Optical Flow, Structure from Motion, and Visual Inertial Odometry in Indoor Scenes with Monocular or Stereo Algorithms

Levi Burner, Anton Mitrokhin, Cornelia Fermüller +1

A new event camera dataset, EVIMO2, is introduced that improves on the popular EVIMO dataset by providing more data, from better cameras, in more complex scenarios. As with its pre…

cs.RO2022

TTCDist: Fast Distance Estimation From an Active Monocular Camera Using Time-to-Contact

Levi Burner, Nitin J. Sanket, Cornelia Fermüller +1

Distance estimation from vision is fundamental for a myriad of robotic applications such as navigation, manipulation, and planning. Inspired by the mammal's visual system, which ga…