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A minimalist toolkit for holographic plankton image segmentation

Project description

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HoloContour

Holocontour is a small but capable toolkit that turns raw in‑line digital holograms into clean binary masks of planktonic particles. It couples intensity‑driven region growing with a contour‑refinement step, and wraps everything in a reproducible, YAML‑configurable pipeline built on top of MorphoCut. Outputs ship in an archive ready for direct upload to EcoTaxa.


🚀 Features

  • Contour-based object detection with:
    • Intensity filtering
    • Histogram matching (optional)
    • Region growing from intensity minima
  • Optional plot saving of initial vs. refined masks
  • Compatible with EcoTaxaWriter
  • YAML-based configuration
  • Safe fallback for empty masks

🖼 Example

The figure below shows an example of the pipeline's segmentation output:

Segmentation Result

  • Red dashed: Initial region estimate
  • Blue solid: Refined segmentation contour

License

This project is licensed under the MIT License - see the LICENSE file for details.


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