Stereo Co-capture System for Recording and Tracking Fish with Frame- and Event Cameras

07/15/2022
by   Friedhelm Hamann, et al.
0

This work introduces a co-capture system for multi-animal visual data acquisition using conventional cameras and event cameras. Event cameras offer multiple advantages over frame-based cameras, such as a high temporal resolution and temporal redundancy suppression, which enable us to efficiently capture the fast and erratic movements of fish. We furthermore present an event-based multi-animal tracking algorithm, which proves the feasibility of the approach and sets the baseline for further exploration of combining the advantages of event cameras and conventional cameras for multi-animal tracking.

READ FULL TEXT

page 1

page 2

page 3

research
09/21/2023

Heart Rate Detection Using an Event Camera

Event cameras, also known as neuromorphic cameras, are an emerging techn...
research
08/22/2023

3ET: Efficient Event-based Eye Tracking using a Change-Based ConvLSTM Network

This paper presents a sparse Change-Based Convolutional Long Short-Term ...
research
07/05/2023

GNEP Based Dynamic Segmentation and Motion Estimation for Neuromorphic Imaging

This paper explores the application of event-based cameras in the domain...
research
12/29/2022

High-temporal-resolution event-based vehicle detection and tracking

Event-based vision has been rapidly growing in recent years justified by...
research
05/25/2023

Frame-Event Alignment and Fusion Network for High Frame Rate Tracking

Most existing RGB-based trackers target low frame rate benchmarks of aro...
research
06/01/2023

Event-based Visual Odometry with Full Temporal Resolution via Continuous-time Gaussian Process Regression

Event-based cameras asynchronously capture individual visual changes in ...
research
08/02/2022

Smart Visual Beacons with Asynchronous Optical Communications using Event Cameras

Event cameras are bio-inspired dynamic vision sensors that respond to ch...

Please sign up or login with your details

Forgot password? Click here to reset