IIT Publications Search

Publications
2023
Fiorucci M., Naylor P., Yamada M.
Optimal Transport for Change Detection on LiDAR Point Clouds
Digest - International Geoscience and Remote Sensing Symposium (IGARSS)
Conference Paper Conference
2023
Sech G., Soleni P., Verschoof-van der Vaart B., Kokalj Z., Traviglia A., Fiorucci M.
Transfer Learning of Semantic Segmentation Methods for Identifying Buried Archaeological Structures On LiDAR Data
Digest - International Geoscience and Remote Sensing Symposium (IGARSS)
Conference Paper Conference
2022
Fiorucci M., Verschoof-van der Vaart W.B., Soleni P., Le Saux B., Traviglia A.
Deep Learning for Archaeological Object Detection on LiDAR: New Evaluation Measures and Insights
Remote Sensing, vol. 14, (no. 7), pp. 1694
DOI 10.3390/rs14071694 Article Journal
2020
Davoudi H., Fiorucci M., Traviglia A.
Ancient Document Layout Analysis: Autoencoders meet Sparse Coding
25th International Conference on Pattern Recognition
DOI 10.1109/ICPR48806.2021.9413280 Conference Paper Conference
2020
Fiorucci M., Khoroshiltseva M., Pontil M., Traviglia A., Del Bue A., James S.
Machine Learning for Cultural Heritage: A Survey
Pattern Recognition Letters, vol. 133, pp. 102-108
DOI 10.1016/j.patrec.2020.02.017 Article Journal
2020
Fiorucci M., Davoudi H., Traviglia A.
Semi-supervised classification of ancient coins using graph neural networks
Conference on Computer Applications and Quantitative Methods in Archaeology (CAA)
Abstract Report Conference
2020
Fiorucci M., Pelosin F., Pelillo M.
Separating Structure from Noise in Large Graphs Using the Regularity Lemma
Pattern Recognition, vol. 98
DOI 10.1016/j.patcog.2019.107070 Article Journal
2019
Reittu H., Leskela L., Raty T., Fiorucci M.
Analysis of large sparse graphs using regular decomposition of graph distance matrices
Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018, pp. 3784-3792
DOI 10.1109/BigData.2018.8622118 Conference Paper Conference
2019
Traviglia A., Fiorucci M.
Graph Convolutional Neural Networks for Cultural Heritage: Applications in RS recognition, numismatics and epigraphy
Machine Learning in Archaeology, Rome
Abstract Report Conference
2018
Pelosin F., Fiorucci M., and Pelillo M.
Graph Summarization Using Regular Partitions
The 8th International Conference on Network Analysis, Moscow
Abstract Report Conference
2017
Fiorucci M., Fratton M., Dulecha T.G., Pelillo M., Pravato A., Roncato A.
A computer vision system for the automatic inventory of a cooler
Lecture Notes in Computer Science, vol. 10484 LNCS, pp. 575-585
DOI 10.1007/978-3-319-68560-1_51 Conference Paper Book Series
2017
Fiorucci M., Torcinovich A., Curado M., Escolano F., Pelillo M.
On the interplay between strong regularity and graph densification
Lecture Notes in Computer Science, vol. 10310 LNCS, pp. 165-174
DOI 10.1007/978-3-319-58961-9_15 Conference Paper Book Series
2017
Pelillo M., Elezi I., Fiorucci M.
Revealing structure in large graphs: Szemerédi's regularity lemma and its use in pattern recognition
Pattern Recognition Letters, vol. 87, pp. 4-11
DOI 10.1016/j.patrec.2016.09.007 Article Journal
2015
Filisetti A., Villani M., Roli A., Fiorucci M., Serra R.
Exploring the organisation of complex systems through the dynamical interactions among their relevant subsets
Proceedings of the 13th European Conference on Artificial Life, ECAL 2015, pp. 286-293
DOI 10.7551/978-0-262-33027-5-ch054 Conference Paper Conference
2015
Villani M., Roli A., Filisetti A., Fiorucci M., Poli I., Serra R.
The search for candidate relevant subsets of variables in complex systems
Artificial Life, vol. 21, (no. 4), pp. 412-431
DOI 10.1162/ARTL_a_00184 Conference Paper Journal