PeakLens: https://peaklens.com/
ODIN Diagnosis Tool: https://rnt-pmi.github.io/odin-docs/
AerialWaste: https://aerialwaste.org/
Selected papers
Niccolò Zangrando, Rocio Nahime Torres, Federico Milani, Piero Fraternali:
ODIN TS: A Tool for the Black-Box Evaluation of Time Series Analytics. Engineering Proceedings (2022) –>
Niccolò Zangrando, Sergio Herrera, Paraskevas Koukaras, Asimina Dimara, Piero Fraternali, Stelios Krinidis, Dimosthenis Ioannidis, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos & Dimitrios Tzovaras:
Anomaly Detection in Small-Scale Industrial and Household Appliances. AIAI 2022 –>
Paraskevas Koukaras, Asimina Dimara, Sergio Herrera, Niccolò Zangrando, Stelios Krinidis, Dimosthenis Ioannidis, Piero Fraternali, Christos Tjortjis, Christos-Nikolaos Anagnostopoulos & Dimitrios Tzovaras:
Proactive Buildings: A Prescriptive Maintenance Approach. AIAI 2022 –>
Rocio Nahime Torres, Piero Fraternali:
Learning to Identify Illegal Landfills through Scene Classification in Aerial Images. Remote Sensing (2021) –>
Rocio Nahime Torres, Piero Fraternali, Andrea Biscontini:
On the Use of Class Activation Maps in Remote Sensing: the case of Illegal Landfills. DSAA (2021) –>
Rocio Nahime Torres, Federico Milani, Piero Fraternali:
ODIN: Pluggable Meta-annotations and Metrics for the Diagnosis of Classification and Localization. International Conference on Machine Learning, Optimization, and Data Science (2021) –>
Rocio Nahime Torres, Piero Fraternali, Jesus Romero:
ODIN: an Object Detection and Instance Segmentation Diagnosis Framework. European Conference on Computer Vision (ECCV) (2020) –>
Rocio Nahime Torres, Piero Fraternali, Federico Milani, Darian Frajberg:
Mountain summit detection with Deep Learning: evaluation and comparison with heuristic methods. Applied Geomatics (2020) –>
Antonio La Salandra, Darian Frajberg, Piero Fraternali:
A virtual reality application for augmented panoramic mountain images. Virtual Real. 24(1): 123-141 (2020) –>
Jasminko Novak, Mark S. Melenhorst, Isabel Micheel, Chiara Pasini, Piero Fraternali, Andrea Emilio Rizzoli:
Integrating behavioural change and gamified incentive modelling for stimulating water saving. Environ. Model. Softw. 102: 120-137 (2018) –>
Spartaco Albertarelli, Piero Fraternali, Sergio Luis Herrera Gonzalez, Mark S. Melenhorst, Jasminko Novak, Chiara Pasini, Andrea Emilio Rizzoli, Cristina Rottondi:
A Survey on the Design of Gamified Systems for Energy and Water Sustainability. Games 9(3): 38 (2018) –>
Rocio Nahime Torres, Piero Fraternali, Federico Milani, Darian Frajberg:
A Deep Learning Model for Identifying Mountain Summits in Digital Elevation Model Data. AIKE 2018: 212-217 –>
Rocio Nahime Torres, Darian Frajberg, Piero Fraternali, Sergio Luis Herrera Gonzales:
Crowdsourcing Landforms for Open GIS Enrichment. DSAA 2018: 604-611 –>
Piero Fraternali, Francesca Cellina, Sergio Luis Herrera Gonzalez, Stelios Krinidis, Chiara Pasini, Andrea Emilio Rizzoli, Cristina Rottondi, Dimitrios Tzovaras:
A Socio-Technical System Based on Gamification Towards Energy Savings. PerCom Workshops 2018: 59-64 –>
Darian Frajberg, Piero Fraternali, Rocio Nahime Torres:
Heterogeneous Information Integration for Mountain Augmented Reality Mobile Apps. DSAA 2017: 313-322 –>
Piero Fraternali, Sergio Luis Herrera Gonzalez, Jasminko Novak, Mark S. Melenhorst, Dimitrios Tzovaras, Stelios Krinidis, Andrea Emilio Rizzoli, Cristina Rottondi, Francesca Cellina:
enCOMPASS – An integrative approach to behavioural change for energy saving. GIoTS 2017: 1-6 –>
Darian Frajberg, Piero Fraternali, Rocio Nahime Torres:
Convolutional Neural Network for Pixel-Wise Skyline Detection. ICANN (2) 2017: 12-20 –>
Roman Fedorov, Alessandro Camerada, Piero Fraternali, Marco Tagliasacchi:
Estimating Snow Cover From Publicly Available Images. IEEE Trans. Multim. 18(6): 1187-1200 (2016) –>
Roman Fedorov, Darian Frajberg, Piero Fraternali:
A Framework for Outdoor Mobile Augmented Reality and Its Application to Mountain Peak Detection. AVR (1) 2016: 281-301 –>
Roman Fedorov, Piero Fraternali, Chiara Pasini:
SnowWatch: A Multi-modal Citizen Science Application. ICWE 2016: 538-541 –>
Andrea Castelletti, Roman Fedorov, Piero Fraternali, Matteo Giuliani:
Multimedia on the Mountaintop: Using Public Snow Images to Improve Water Systems Operation. ACM Multimedia 2016: 948-957 –>
Roman Fedorov, Piero Fraternali, Marco Tagliasacchi:
Snow phenomena modeling through online public media. ICIP 2014: 2174-2176 –>
Piero Fraternali, Andrea Castelletti, Rodolfo Soncini-Sessa, Carmen Karina Vaca Ruiz, Andrea Emilio Rizzoli:
Putting humans in the loop: Social computing for Water Resources Management. Environ. Model. Softw. 37: 68-77 (2012) –>