articleReviews in AquacultureJan 1, 2025Closed access

Fish Tracking, Counting, and Behaviour Analysis in Digital Aquaculture: A Comprehensive Survey

MCMeng CuiXLXubo LiuHLHaohe LiuJZJinzheng ZhaoDLDaoliang Li

University of Surrey · China Agricultural University

Indexed incrossref

Abstract

ABSTRACT Digital aquaculture leverages advanced technologies and data‐driven methods, providing substantial benefits over traditional aquaculture practices. This article presents a comprehensive review of three interconnected digital aquaculture tasks, namely, fish tracking, counting, and behaviour analysis, using a novel and unified approach. Unlike previous reviews which focused on single modalities or individual tasks, we analyse vision‐based (i.e., image‐ and video‐based), acoustic‐based, and biosensor‐based methods across all three tasks. We examine their advantages, limitations, and applications, highlighting recent advancements and identifying critical cross‐cutting research gaps. The review also…

Citation impact

59
total citations
FWCI
37.57
Percentile
100%
References
301
Citations per year

Authors

6

Topics & keywords

Topics
Keywords
  • Aquaculture
  • Fishery
  • Fish <Actinopterygii>
  • Tracking (education)
  • Biology
  • Psychology
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