3D Markerless Tracking of a Single Fish in Clean Water

This record provides a clean-water baseline of single-fish behaviour using two orthogonal cameras and markerless tracking. The front and side videos were fused under an orthographic assumption to reconstruct per-frame 3D positions (X,Y,Z). From this we computed 3D speed, rolling mean speed, speed autocorrelation, 3D zone occupancy (3×3×3 voxels), normalized spatial entropy, and path tortuosity (straightness index; turning-angle statistics). The goal is to establish a transparent, reproducible baseline before running aged-water comparisons.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-10-15
DOI
https://doi.org/10.5281/zenodo.17360701
Primary Topic
Biomimetic flight and propulsion mechanisms
Type
article
Field-Weighted Citation Impact
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article

3D Markerless Tracking of a Single Fish in Clean Water

Zenodo (CERN European Organization for Nuclear Research)
Biomimetic flight and propulsion mechanisms
article

3D Markerless Tracking of a Single Fish in Clean Water

article en

Abstract

This record provides a clean-water baseline of single-fish behaviour using two orthogonal cameras and markerless tracking. The front and side videos were fused under an orthographic assumption to reconstruct per-frame 3D positions (X,Y,Z). From this we computed 3D speed, rolling mean speed, speed autocorrelation, 3D zone occupancy (3×3×3 voxels), normalized spatial entropy, and path tortuosity (straightness index; turning-angle statistics). The goal is to establish a transparent, reproducible baseline before running aged-water comparisons.

Zenodo (CERN European Organization for Nuclear Research)
English Heritage (GB)
Life below water
Openalex Percentile: Top 34%
Biomimetic flight and propulsion mechanisms
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3D Markerless Tracking of a Single Fish in Clean Water · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS