Comparing Machine and Deep Learning Methods for Large 3D Heritage Semantic Segmentation - Matrone, Francesca; Grilli, Eleonora; Martini, Massimo; Paolanti, Marina; Pierdicca, Roberto; Remondino, Fabio (ISPRS international journal of geo-information, 2020)
Keywords: Algorithms; Annotations; Architectural elements; Architecture; Artificial intelligence; Case studies; Classification; computer vision; Cultural heritage; Cultural resources; data collection; Datasets; Deep learning; digital cultural heritage; digital images; Historic sites; image analysis; Image segmentation; Lasers; Learning algorithms; lidar; Machine learning; Masonry; Methods; Photogrammetry; point clouds; Semantic segmentation; Semantics; Three dimensional models; Italy