franioli / psmnet

Pyramid Stereo Matching Network (CVPR2018)

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.