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| Format: | Recurso digital |
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Zenodo
2026
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| Online Access: | https://doi.org/10.5281/zenodo.19251049 |
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Table of Contents:
- <p>A workflow based on Streamlit for AFM fibrillar structure segmentation, height–length analysis, and 3D reconstruction.</p> <p>The workflow is split into two main modules:</p> <p> </p> <p><strong>Module 1: AFM Structure Segmentation (CAE-based)</strong></p> <p> Performs sample-specific, multi-scale AFM image segmentation using a Convolutional Autoencoder.</p> <p> </p> <p><strong>Module 2: AFM Height–Length Profile Viewer</strong></p> <p>Computes height–length profiles along fibrillar structures from AFM height maps. The module uses the segmentation per-pixel vote map (generated by Module 1) to:</p> <ul> <li> Extract height profiles along their centerlines</li> <li> Compute structural parameters</li> <li> Enable 3D surface visualization</li> </ul>