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May 8, 2026STAR Protocols0 citationsOpen Access

Protocol for natural and biomedical image processing in the hypercomplex domain using the 2D orthogonal planes split

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NVNektarios A. ValousEHEckhard HitzerDDDragos Dușe

Key Points

  • The aim is to establish a protocol for processing natural and biomedical images in the hypercomplex domain using quaternion matrices.
  • Convert images into quaternion matrices.
  • Apply 2D orthogonal planes split for various image processing tasks.
  • Utilize post-processing operations for output generation.
  • The output supports qualitative assessment in computer vision.
  • Facilitates downstream processing in computational pathology pipelines.

Abstract

We present a protocol for processing natural and biomedical images in the hypercomplex domain. First, the protocol converts images into quaternion matrices. It then applies the 2D orthogonal planes split to perform re-colorization, de-colorization, contrast enhancement, re-staining, and stain separation. Finally, it uses post-processing operations to generate the output. The resulting output supports qualitative assessment and downstream processing in computer vision and computational pathology pipelines. For details and literature comparisons, please refer to Valous et al.

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Cite This Study

Valous et al. (2026) studied this question.

synapsesocial.com/papers/69fd7d94bfa21ec5bbf05ec0https://doi.org/10.1016/j.xpro.2026.104548
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