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Core Process

Atlas Registration

Automated alignment of brain sections to reference atlases

Definition
The computational process of aligning an experimental brain section image to a corresponding reference atlas plate through affine and non-rigid transformations, enabling standardized anatomical annotation of every pixel in the section.
Fully Automated
One-click registration in PanoBrain
Per-Pixel Annotation
Every pixel assigned to an anatomical region
Damage Tolerant
Works on torn, folded, and partial sections

How It Works

Atlas registration involves several computational steps:

  1. Section detection — identify the tissue boundary and orientation
  2. AP-level estimation — determine which atlas plate best matches the section based on morphological features
  3. Affine alignment — rotate, scale, and translate the atlas to roughly match the section
  4. Non-rigid deformation — warp the atlas boundaries to account for tissue shrinkage, tearing, or compression
  5. Region projection — transfer atlas labels onto every pixel of the experimental image

PanoBrain performs this entire process automatically with one click, handling common tissue artifacts like tears, folds, and missing pieces.

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