Invited Speaker
Fabio Remondino
FBK - Trento, Italy
Dr. Remondino is the head of the 3D Optical Metrology research unit at FBK - Bruno Kessler Foundation, a public research center located in Trento, Italy. His main research interests are in the field of reality-based surveying and 3D modeling, sensor and data fusion and 3D data classification. He is working in all automation aspects of the entire 3D reconstruction pipeline for applications in the industrial, environmental and heritage field. He is author of more than 200 articles in journals and conferences. He is involved in knowledge and technology transfer, organizing more than 30 conferences, 20 summer schools and 5 tutorials. Fabio is currently serving as President of the ISPRS Technical Commission II and Vice-President of EuroSDR. He was vice-President of CIPA Heritage Documentation from 2015 to 2019.
Talk: "Machine and Deep Learning Methods for Semantic Segmentation of 3D Heritage Data"
Dr. Remondino will gladly complement the workshop program with a talk on machine and deep learning methods for semantic segmentation of 3D heritage data. In addition to reviewing and comparing various methods, along with a recent benchmark, the talk will present a multi-level multi-resolution approach and report some generalization results.