Alessio Mazzucchi

Alessio Mazzucchi


Stanza / Room: FBK Povo (Trento)

Research Project

Real-time Semantic Photogrammetry

Automatic semantic segmentation of images and 3D data is becoming a very prominent research field with many interesting and reliable solutions already available. To this end, machine learning approaches are fundamental to automate the processing and to couple geometric data with semantic labels. The aim of the PhD is to advance the state-of-the-art in semantic photogrammetry (including SLAM and MVS) applied to industrial, heritage and territorial applications where real-time is requested. Within the real-time image processing we want to embed classification solutions in order to offer semantic 3D data useful for inspection, quality control, monitoring, etc.