mlsanityData to 14 Oct 2026

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

arXiv 2207.07332 ↗First posted 15 Jul 2022cs.CVcited by 6

Not on the map. Why?

Abstract (arXiv)

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.

Key facts. Cited by 6 papers in the map (data through 14 Oct 2026). Builds on 8 of its 25 references that are in the map. First posted on arXiv 15 Jul 2022.

Builds on

8 of 25 references.

References · 8

  1. 2015You Only Look Once: Unified, Real-Time Object Detectioncited by 4,852
  2. 2019Event-based Vision: A Surveycited by 1,016
  3. 2016Simple Online and Realtime Trackingcited by 868
  4. 2021MOTR: End-to-End Multiple-Object Tracking with Transformercited by 381
  5. 2019High Speed and High Dynamic Range Video with an Event Cameracited by 345
  6. 2018Asynchronous, Photometric Feature Tracking using Events and Framescited by 118
  7. 2022Event-aided Direct Sparse Odometrycited by 92
  8. 2019Event-based Object Detection and Tracking for Space Situational Awarenesscited by 19

Built on by

Cited by year

Citing papers per year: 2023: 2; 2024: 4.

6 papers.