# Uniformity and deformation: A benchmark for multi-fish real-time tracking in the farming

*PRI Rank #4 · Topics and Trends in Most Cited Fish Ecology and Management Studies Papers, Class of 2026*

*Canonical URL: https://pri.pepkio.com/top-papers/fish-ecology-and-management-studies/2026/rank-4*

| Field | Value |
| --- | --- |
| Rank | #4 |
| 18m citations | 50 |
| Journal | Expert Systems with Applications |
| Year | 2024 |
| DOI | 10.1016/j.eswa.2024.125653 |
| Corresponding authors | Dong An |
| Institution | Beijing Engineering and Technology Research Centre for Internet of Things in Agriculture, China |

**Ranking page:** [Topics and Trends in Most Cited Fish Ecology and Management Studies Papers, Class of 2026](https://pri.pepkio.com/top-papers/fish-ecology-and-management-studies/2026)

**Paper link:** [10.1016/j.eswa.2024.125653](https://doi.org/10.1016/j.eswa.2024.125653)

## Topics

multi-fish tracking · real-time tracking · Fish aquaculture · Aquaculture monitoring · deformation handling · uniformity analysis · benchmark dataset · computer vision for aquaculture · object tracking algorithms · fish behavior analysis

## Cite this ranking

```
Pepkio Research Index (PRI). Topics and Trends in Most Cited Fish Ecology and Management Studies Papers, Class of 2026. https://pri.pepkio.com/top-papers/fish-ecology-and-management-studies/2026. Accessed 2026-07-15.

Zheng Su, Tinsley Li, Thematic Shifts in Early-High-Impact Cancer Genomics and Diagnostics Research: A Bibliometric and Semantic Analysis. bioRxiv 2026.07.04.736459; doi: https://doi.org/10.64898/2026.07.04.736459
```