Stereo Co-capture System for Recording and Tracking Fish with Frame- and Event Cameras
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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
- 2015You Only Look Once: Unified, Real-Time Object Detectioncited by 4,852
- 2019Event-based Vision: A Surveycited by 1,016
- 2016Simple Online and Realtime Trackingcited by 868
- 2021MOTR: End-to-End Multiple-Object Tracking with Transformercited by 381
- 2019High Speed and High Dynamic Range Video with an Event Cameracited by 345
- 2018Asynchronous, Photometric Feature Tracking using Events and Framescited by 118
- 2022Event-aided Direct Sparse Odometrycited by 92
- 2019Event-based Object Detection and Tracking for Space Situational Awarenesscited by 19
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Citing papers per year: 2023: 2; 2024: 4.
6 papers.
- 2024Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimationcited by 24
- 2024Event-based Stereo Depth Estimation: A Surveycited by 19
- 2023Event-based Continuous Color Video Decompression from Single Framescited by 15
- 2023Event-based Background-Oriented Schlierencited by 11
- 2024MouseSIS: A Frames-and-Events Dataset for Space-Time Instance Segmentation of Micecited by 5
- 2024Fourier-based Action Recognition for Wildlife Behavior Quantification with Event Camerascited by 2
- 2024Fourier-based Action Recognition for Wildlife Behavior Quantification with Event Cameras9 Oct 2024
- 2024Event-based Stereo Depth Estimation: A Survey26 Sep 2024
- 2024MouseSIS: A Frames-and-Events Dataset for Space-Time Instance Segmentation of Mice5 Sep 2024
- 2024Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation15 Jul 2024
- 2023Event-based Continuous Color Video Decompression from Single Frames30 Nov 2023
- 2023Event-based Background-Oriented Schlieren1 Nov 2023