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@labmgf-polimi
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franioli/README.md

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I am a PhD student in Geomatics. My work focuses on photogrammetry and SfM for glacier monitoring.

I am developing ICEpy4D, a python package for performing 4D monitoring of an alpine glacier by using low-cost stereo cameras, Deep Learning and photogrammetry, and I am contributing to Deep-Image-Matching, a multiview matching library with deep-learning and hand-crafted local features for COLMAP and other SfM software.

I also work on integration of UAV photogrammetry, Terrestrial Laser Scanning and topographic techniques for structural health assessment, with a particular focus on cracks and damages detection on concrete bridges.

I am a UAV pilot, licensed to operate in critical scenarios.

Pinned

  1. icepy4d icepy4d Public

    ICEpy4D is a multi-purpose Python package for 4D Image-based Continuos monitoring of glaciers' Evolution with deep learning SfM and low-cost stereo-cameras

    Jupyter Notebook 10 3

  2. 3DOM-FBK/deep-image-matching 3DOM-FBK/deep-image-matching Public

    Multiview matching with deep-learning and hand-crafted local features for COLMAP and other SfM software. Supports high-resolution formats and images with rotations. Both CLI and GUI are supported.

    Python 261 24

  3. impreproc impreproc Public

    Python scripts for performing several pre-processing operations on large datasets of images, e.g., acquired by several UAVs photogrammetric flights, in batch mode.

    Python 4 1

  4. metashape metashape Public

    Sandbox for metashape scripts

    Python

  5. Cracks Cracks Public

    Forked from Ale-Pinto/Cracks

    Matlab workflow to extract cracks features and reconstruct them in a 3D environment

    MATLAB

  6. ceres_bundle_adjustment ceres_bundle_adjustment Public

    Tests for implementing bundle adjustment with Ceres

    C++