Abstract: Highlights•Provides a common level of knowledge in computer vision for plankton image analysis.•Describes related state-of-the-art methods and open-source benchmark datasets.•Provides a comprehensive overview of milestones, limitations, and open challenges.•Analyzes works in plankton image analysis from a modern computer vision viewpoint.
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