IIT Publications Search

Publications
2024
Jaturapitpornchai R., Poggi G., Sech G., Kokalj Z., Fiorucci M., Traviglia A.
Impact of LiDAR visualisations on semantic segmentation of archaeological objects
International Geoscience and Remote Sensing Symposium (IGARSS)
DOI 10.48550/arXiv.2404.05512 Conference Paper Conference
2024
Naylor P., Di Carlo D., Traviglia A., Yamada M., Fiorucci M.
Implicit Neural Representation for Change Detection
2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024, pp. 935-945
DOI 10.1109/WACV57701.2024.00098 Conference Paper Conference
2024
Sech G., Poggi G., Ljubenovic M., Fiorucci M., Traviglia A.
Pansharpening of PRISMA products for archaeological prospection
International Geoscience and Remote Sensing Symposium (IGARSS)
DOI 10.48550/arXiv.2404.05447 Conference Paper Conference
2023
Fiorucci M., Naylor P., Yamada M.
Optimal Transport for Change Detection on LiDAR Point Clouds
Digest - International Geoscience and Remote Sensing Symposium (IGARSS), pp. 982-985
DOI 10.1109/IGARSS52108.2023.10283101 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), pp. 6987-6990
DOI 10.1109/IGARSS52108.2023.10282694 Conference Paper Conference
2022
Fiorucci M., Verschoof-Van der Vaart W.B., Soleni P., Saux B.L., Traviglia A.
Deep Learning for Archaeological Object Detection on LiDAR: New Evaluation Measures and Insights
Remote Sensing, vol. 14, (no. 7)
DOI 10.3390/rs14071694 Article Journal
2020
Traviglia A., Artesani A., Fiorucci M., Ljubenovic M.
Advances in Hyperspectral Data Processing for Cultural Heritage
European Physical Journal Plus
Editorial Journal
2020
Davoudi H., Fiorucci M., Traviglia A.
Ancient document layout analysis: Autoencoders meet sparse coding
Proceedings - International Conference on Pattern Recognition, pp. 5936-5942
DOI 10.1109/ICPR48806.2021.9413280 Conference Paper Conference
2020
Davoudi H., Fiorucci M., Coro P., Traviglia A.
Columns, blanks and rulings: Unsupervised feature learning of text regions in tablet images
Conference on Computer Applications and Quantitative Methods in Archaeology (CAA)
Abstract Report 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
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
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
2018
Pelosin F., Fiorucci M., and Pelillo M.
Graph Summarization Using Regular Partitions
The 8th International Conference on Network Analysis, Moscow
Abstract Report Conference