Video and crowd
Superframes, A Temporal Video Segmentation for International Conference on Pattern Recognition, 20-24 August 2018. Open access
Deep Residual Network with Subclass Discriminant Analysis for Crowd Behavior Recognition for 25th IEEE International Conference on Image Processing (ICIP), 7-10 October 2018.
A Human and Group Behaviour Simulation Evaluation Framework utilising Composition and Video Analysis for arXiv, November 2018. Open access
Summarizing Videos with Attention for ACCV2018, Perth Western Australia, December 2018. Open access
Features Extraction Based on an Origami Representation of 3D Landmarks for VISAPP 2019, Prague Czech Republic, February 2019. Open access
A Comparison of Embedded Deep Learning Methods for Person Detection for VISAPP 2019, Prague Czech Republic, February 2019. Open access
Sviluppo tecnico e operativo di un aerostato vincolato con gurato per il monitoraggio aereo di eventi pubblici su larga scala
Thesis on the use of the MONICA airship, March 2019.
Scene and Environment Monitoring Using Aerial Imagery and Deep Learning for IoTI4 2019, Santorini Island Greece, May 2019. Open access
Improving Dataset Volumes and Model Accuracy with Semi-Supervised Iterative Self-Learning for IEEE Transactions on Image Processing, May 2019.
Content-aware Density Map for Crowd Counting and Density Estimation for CASA 2019, Paris France, July 2019. Open access
Learning how to analyse crowd behaviour using synthetic data for CASA 2019, Paris France, July 2019.
Emergency evacuation simulation in open air events using a floor field cellular automata model for EPIA 2019, September 2019
A Deep Learning Model for Small Object Detection for IEEE Access Journal – awaiting acceptance
Sound and noise
An Adaptive, Data Driven Sound Field Control Strategy for Outdoor Concerts for 3rd AES International Conference on Sound Reinforcement, Open Air Venues, Struer Denmark, 30 August – 2 September 2017. Open access
Parameter optimization of forward sound propagation models using Bayesian inference for sound field control purposes for Euronoise 2018, Crete, Greece, 27-31 May 2018. Open access
Analysis of leisure noise levels and assessment of policies impact in San Salvario district, Torino Italy, by low-cost IoT noise monitoring network, for Euronoise 2018, Crete, Greece, 27-31 May 2018. Open access
MONICA, a European project focused on the Internet of Things for the acoustic quality and safety of outdoor large scale events for Internoise 2018, 26-29 August 2018. Open access
Sound field control for reduction of noise from outdoor concerts for Audio Engineering Society Convention New York, 19 October 2018. Open access
A Quiet Zone System, Optimized For Large Outdoor Events, Based on Multichannel FxLMS ANC for Audio Engineering Society Convention New York, 19 October 2018.
Application of Internet of Things technology for sound monitoring during large scale outdoor events for Inter.Noise 2019, 16-19 June 2019. Open access
Long term monitoring of noise pollution in social gatherings places: time analysis and acoustic capacity as support of management strategies, for 23rd International Congress on Acoustics (ICA 2019), 9-13 September 2019. Open access
Full-scale outdoor concert adaptive sound field control, for 23rd International Congress on Acoustics (ICA 2019), 9-13 September 2019. Open access
Adapting transfer functions to changes in atmospheric conditions for outdoor sound field control, for 23rd International Congress on Acoustics (ICA 2019), 9-13 September 2019. Open access
A Bayesian spherical harmonics source radiation model for sound field control, for The Journal of the Acoustical Society of America (JASA), November 2019.
Wearables
Data Pre-processing and Model Selection Strategies for Human Posture Recognition for 11th International Symposium on Communication Systems, Networks & Digital Signal Processing (CSNDSP), 18-20 July 2018.
Three IoT Wearables in Six European Cities! Reality and Perception for International Conference on Interactive Mobile Communication, Technologies and Learning (IMCL2019), 31 Oct – 1 Nov 2019.
IoT Smart City
MONICA in Hamburg: Towards Large-Scale IoT Deployments in a Smart City for European Conference on Networks and Communications, Ljubljana, Slovenia, 18-21 June 2018. Open access
Research book: Cognitive Hyperconnected Digital Transformation, Internet of Things Intelligence Evolution, Chapter 8: IoT European Large-Scale Pilots – Integration, Experimentation and Testing. Open access
LoRa in the Field: Insights from Networking the Smart City Hamburg with RIOT for European Conference on Networks and Communications (EuCNC), 16-17 June 2020. Open Access