NextPerception - Next generation smart perception sensors and distributed intelligence for proactive human monitoring in health, wellbeing, and automotive systems | NextPerception | Project | Results | H2020 | CORDIS

Deliverables

This deliverable provides the results for the final round of piloting and correlates the results with the different KPIs for PoCs demonstrator and global project to check progress This includes both domain specific evaluations of crosspollination aspects detected in T48

Final Communication & Dissemination Report

An update of D56 detailing overview of dissemination activities during the full duration of the project

Intermediate Communication & Dissemination Report

Detailed report on dissemination activities conducted by the partners

First pilot evaluation reports

This deliverable provides the results for the first round of piloting and preliminary assessment of the KPIs for the demonstrators that integrate the pilots as well as overarching project KPIs This includes both domain specific evaluations of crosspollination aspects detected in D43

Project Website & Community Communication Channels

Sites for continuous cooperation and project communication Community communication channels allow public discussions and exchanges of preliminary ideas and newsletter The website should include both public information and data only for the project consortium

Publications

Dual-band Beamsteering Microstrip Antenna Array for Joint Communication and Sensing

Author(s): """Martijn de Kok, Gina Sprenger, A. Bart Smolders and Ulf Johannsen"""
Published in: European Conference on Antennas and Propagation (EuCAP) 2023, 2023
Publisher: IEEE
DOI: 10.23919/eucap57121.2023.10133633

Recent Advances in wireless bioradar networks for indoor monitoring

Author(s): O. Babarinde, R. El Hail, P. Karsmakers, D. Schreurs
Published in: "International Microwave Symposium Workshop on ""“Non-contact Vital Sign Detection and Human Motion Tracking using WiFi and Radar Techniques”", 2021
Publisher: IEEE

Influence of IMU’s measurement noise on the accuracy of stride-length estimation for gait analysis

Author(s): G. G.-Villamil, Luisa Ruiz, Antonio R. Jiménez, F. Seco, C. Rodríguez
Published in: 2021
Publisher: IPIN

Cross-Modality Attention and Multimodal Fusion Transformer for Pedestrian Detection

Author(s): W. Lee, L. Jovanov and W. Philips
Published in: Computer Vision – ECCV 2022 Workshops, 2023, Page(s) 608–623, ISBN 978-3-031-25072-9
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-25072-9_41

A Blockchain-based Architecture for Secure IoTbased Health Monitoring Systems

Author(s): Filippos Pelekoudas Oikonomou, Georgios Mantas, Phil Cox, Firooz Bashashi, Felipe Gil-Castiñeira, Jonathan Gonzalez
Published in: """IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 25-27 October 2021""", 2021
Publisher: IEEE

Thermal Camera-based Driver Monitoring in the Automotive Scenario

Author(s): Veronica Mattioli, Luca Davoli, Laura Belli, Gianluigi Ferrari, Riccardo Raheli
Published in: 2023 AEIT International Conference on Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE), 2023
Publisher: IEEE
DOI: 10.23919/aeitautomotive58986.2023.10217235

Ka-band Transmitarray with Integrated High-Power Amplifiers for Limited-Scan Applications

Author(s): Martijn de Kok, A. Bart Smolders, Ulf Johannsen
Published in: APMC 2022, 2022
Publisher: IEEE
DOI: 10.23919/apmc55665.2022.9999852

Spatio-temporal algorithm for 3D sequences noise reduction

Author(s): L. Jovanov, D. Babin and W. Philips
Published in: 18th ACM SIGGRAPH European Conference on Visual Media Production, 2021, Page(s) 24, ISBN 9781450390941
Publisher: ACM SIGGRAPH

Aerobic Fitness Level Estimation Using Wearables

Author(s): Radovan Smisek, Andrea Nemcova, Jaromir Hubalek et al.
Published in: Computing in Cardiology, 2022
Publisher: IEEE
DOI: 10.22489/cinc.2022.302

A song can do that: an emotion induction study for the development of intelligent emotion-aware systems.

Author(s): Presta, R., De Simone, F.
Published in: Intelligent Systems Conference (IntelliSys) 2022, 2022
Publisher: ACM
DOI: 10.1007/978-3-031-16078-3_24

Análisis del patrón de marcha mediante una solucion portable basada en sensores inerciales,

Author(s): G. García-Villamil, A.R. Jiménez, M. Neira, E. Huertas Hoyas, C. Rodríguez-Sánchez
Published in: 2021
Publisher: SAAEI

LiDAR system benchmarking for VRU detection in heavy goods vehicle blind spots

Author(s): Topi Miekkala, Pasi Pyykönen, Matti Kutila, Arto Kyytinen
Published in: IEEE 17th International Conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, 2021
Publisher: IEEE

Long-range all-solid-state flash LiDAR sensor for autonomous driving

Author(s): J Lemmetti et al
Published in: SPIE Proceedings Volume 11668, High-Power Diode Laser Technology XIX, 2021
Publisher: SPIE

Analysing human gait using inertial sensors in shoes: A survey and a novel sensor design

Author(s): Luisa Ruiz-Ruiz, G. G.-Villamil, F. Seco, A.R. Jiménez, Emily McAmis
Published in: XXVIII Seminario Anual de Automática, Electrónica Industrial e Instrumentación (SAAEI)., 2022
Publisher: IEEE

Influence of IMU's range and noise content on the accuracy of stride-length in gait analysis

Author(s): Luisa Ruiz, G. G.-Villamil, Antonio R. Jiménez, F. Seco, C. Rodríguez
Published in: 2021
Publisher: SAAEI

Loopback Testing of Automotive 77 GHz Antenna-in-Package Radar Transciever ICs

Author(s): Abhijit Pal, Martin Schneider, Abdellatif Zanati
Published in: GeMiC 2022, 2022
Publisher: IEEE

Mejora de la precisión del sistema de localización UWB-MDEK1001 de Decawave mediante su configuración para medir múltiples rangos

Author(s): A.R. Jiménez, F. Seco
Published in: 2020
Publisher: SAAEI

Decentralized Serverless IoT Dataflow Architecture for the Cloud-to-Edge Continuum

Author(s): J. J. L. Escobar, F. Gil-Castiñeira and R. P. Díaz Redondo
Published in: 2023 26th Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN), 2023
Publisher: IEEE
DOI: 10.1109/icin56760.2023.10073502

QualityBLE: A QoS Aware Implementation for BLE Mesh Networks

Author(s): Jimmy Xavier Fernandez Landivar, Hazem Sallouha, Pieter Crombez, Sofie Pollin
Published in: Proceedings of the 2023 International Conference on Embedded Wireless Systems and Networks (EWSN '23), 2023
Publisher: Zhuanzhi

Spatio-Temporal Consistency for Semi-supervised Learning Using 3D Radar Cubes

Author(s): Wei-Yu Lee, Martin Dimitrievski, Ljubomir Jovanov and Wilfried Philips
Published in: IEEE Symposium on Intelligent Vehicles (IV2021), 2021
Publisher: IEEE
DOI: 10.1109/iv48863.2021.9575247

"""Semantic-Guided Radar-Vision Fusionfor Depth Estimation and Object Detection"""

Author(s): Ljubomir Jovanov et al.
Published in: British Machine Vision Conference (BMVC21), 2021
Publisher: BMVC

Simultaneous multi-mode automotive imaging radar using cascaded transceivers

Author(s): F.G. Jansen, F. Laghezza, S. Alhasson, P. Lok, L.M.A. van Meurs, J. Overdevest
Published in: 2021 18th European Radar Conference (EuRAD), 2021
Publisher: IEEE
DOI: 10.23919/eurad50154.2022.9784489

Influence of IMU's range and noise content on the accuracy of stride-length in gait analysis

Author(s): Luisa Ruiz, G. G.-Villamil, Antonio R. Jiménez, F. Seco, C. Rodríguez
Published in: XXVIII Seminario Anual de Automática, Electrónica Industrial e Instrumentación (SAAEI)., 2021
Publisher: SAAEI

A Modular Multi-interface Gateway for Heterogeneous IoT Networking

Author(s): Pagliari, Emanuele; Davoli, Luca; Cilfone, Antonio; Ferrari, Gianluigi
Published in: eisbn: 978-1-6654-2222-2, Issue 1, 2020
Publisher: IEEE
DOI: 10.1109/isaect50560.2020.9523689

R&D in Brussels, Macq Mobility

Author(s): Bruno Cornelis
Published in: AI week, AI4Belgium, 2022
Publisher: AIweek

Impact of Array Antenna Types on Heart Rate Monitoring Radar

Author(s): Oluwatosin J. Babarinde, Peyman PourMohammadi, Guy Vandenbosch, Dominique Schreurs
Published in: IEEE International Microwave Biomedical Conference, 2022
Publisher: IEEE

Evaluation of gait parameter estimation accuracy: a comparison between commercial imu and optical capture motion system

Author(s): Luisa Ruiz-Ruiz, Fernando Seco, Antonio R. Jiménez, Sara García, Juan Jesús García
Published in: IEEE International Symposium on Medical Measurements and Applications - MEMEA 2022, 2022
Publisher: IEEE

Estimation of respiratory rate using wearables

Author(s): Martin Kralik et. al.
Published in: LIFMAT 2022, 2022
Publisher: LIFMAT

Algorithmic Radar, a Novel Low-Power Architecture for High-Accuracy PMCW Radar

Author(s): Corné van Puijenbroek, Thomas B.N. Booij, Vojkan Vidojkovic, Christian Fager, Rob Maaskant, Peter G.M. Baltus
Published in: 2022 European Radar conference (EuRAD), 2022
Publisher: IEEE
DOI: 10.23919/eurad54643.2022.9924812

Sensor fusion and multimodal VRU detection and tracking in the NextPerception project

Author(s): L. Jovanov, W. Lee and W. Philips
Published in: WASC 2022, The Collaborative Workshop on the Architecture of Smart Cameras, Abstracts, 2022, Page(s) 1
Publisher: The Collaborative Workshop on the Architecture of Smart Cameras

Challenges for Driver Action Recognition with Face Masks

Author(s): Elvio G. Amparore; Marco Botta; Idilio Drago; Susanna Donatelli; Giuseppe Mazzone
Published in: 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC), 2022
Publisher: IEEE
DOI: 10.1109/itsc55140.2022.9921833

Arousal effects on Fitness-to-Drive assessment: algorithms and experiments

Author(s): Manuel Andruccioli, Maria Mengozzi, Roberta Presta, Silvia Mirri, Roberto Girau
Published in: 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 2023
Publisher: IEEE
DOI: 10.1109/ccnc51644.2023.10060261

Active Ka-band Open-Ended Waveguide Antenna with Built-in IC Cooling for Use in Large Arrays

Author(s): Martijn de Kok, Cornelis J.C. Vertegaal, A. Bart Smolders, Ulf Johannsen
Published in: European Radar Conference (EuRAD) 2021, 2021
Publisher: IEEE
DOI: 10.23919/eurad50154.2022.9784579

Would I Consent If It Monitors Me Better? A Technology Acceptance Comparison of BCI-Based and Unobtrusive Driver Monitoring Systems.

Author(s): Presta, R., De Simone, F., Chiesa, S., Mancuso, L., & Montanari, R.
Published in: MetroXRAINE 2022, the 2022 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence, and Neural Engineering., 2022
Publisher: IEEE
DOI: 10.1109/metroxraine54828.2022.9967620

"""HealthGate: Unobtrusive HomeMonitoring of Vital Signs, Weight, andMobility of the Elderly"""

Author(s): Johanna Närväinen, Juha Kortelainen, Timo Urhemaa, Mikko Saajanlehto, Kari Bäckman, Johan Plomp
Published in: AHFE International, 2023
Publisher: AHFE

"""A Review of PA-Antenna Co-design: DirectMatching, Harmonic Tuning and Power Combining"""

Author(s): """Martijn de Kok, Stefania Monni, Marc van Heijningen, Alessandro Garufo, A. Bart Smolders and Ulf Johannsen†"""
Published in: European Microwave Week (EuMW) 2022, 2022
Publisher: IEEE
DOI: 10.23919/eumc54642.2022.9924344

Routine analysis of community-dwelling older adults and anomaly detection by using room level location

Author(s): Sergio Lluva, José M. Villadangos, Ana Jiménez, Antonio R. Jiménez, J. Jesús García
Published in: IEEE International Symposium on Medical Measurements and Applications - MEMEA 2022, 2022
Publisher: IEEE

Multi-View Target Transformation for Pedestrian Detection

Author(s): W. Lee, L. Jovanov, and W. Philips
Published in: Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2023, Page(s) 90-99, ISBN 979-8-3503-2056-5
Publisher: IEEE
DOI: 10.1109/wacvw58289.2023.00014

Motion-constrained Road User Tracking for Real-time Traffic Analysis

Author(s): Ljubomir Jovanov et al.
Published in: 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022
Publisher: Scitevents

Exploiting multi-source mobility data

Author(s): Geert Vanstraelen
Published in: "EluciDATA Tech Talk ""How to fully exploit the data generated by your assets""?", 2021
Publisher: Sirris

AI-based traffic analytics for improved safety in smart cities

Author(s): Ljubomir Jovanov
Published in: TDV21, 2021
Publisher: TDV

On the prediction of air quality within vehicles using outdoor air pollution: sensors and machine learning algorithms

Author(s): On the prediction of air quality within vehicles using outdoor air pollution: sensors and machine learning algorithms
Published in: NET4us '22: Proceedings of the ACM SIGCOMM Workshop on Networked Sensing Systems for a Sustainable Society, 2022
Publisher: ACM
DOI: 10.1145/3538393.3544934

New approach in physical condition and health assessment using wearable devices

Author(s): Jaromir Hubalek et al.
Published in: LIFMAT 2022, 2022
Publisher: Lifmat

Visible-Thermal Pedestrian Detection via Unsupervised Transfer Learning

Author(s): CHENGJIN LYU et al.
Published in: 5th International Conference on Innovation in Artificial Intelligence (ICIAI 2021)., 2021
Publisher: ICIAI
DOI: 10.1145/3461353.3461369

"""Nudging the safe zone: design and assessment ofHMI strategies based on intelligent driver statemonitoring systems"""

Author(s): Roberta Presta, Flavia De Simone, Chiara Tancredi, Silvia Chiesa
Published in: HCII 2023 - 25th International Conference on Human Computer Interaction, 2023
Publisher: Springer

"""A Tutorial on the Implementation of a HyperledgerFabric-based Security Architecture for IoMT"""

Author(s): Filippos Pelekoudas Oikonomou, Jose Ribeiro, Georgios Mantas, Firooz Bashashi, Georgia Sakellari Jonathan Gonzalez
Published in: International Federation for Information Processing (IFIP) Networking 2023 Conference (NETWORKING 2023), 2023
Publisher: IEEE
DOI: 10.23919/ifipnetworking57963.2023.10186443

A Review of Design and Integration Technologies for D-Band Antennas

Author(s): Martijn de Kok, A. Bart Smolders, Ulf Johannsen
Published in: IEEE Open Journal of Antennas and Propagation, Issue 2, 2021, Page(s) 746-758, ISSN 2637-6431
Publisher: IEEE OJAP
DOI: 10.1109/ojap.2021.3089052

A Toolkit for the Automatic Analysis of Human Behavior in HCI Applications in the Wild

Author(s): Andrea Generosi, Silvia Ceccacci, Samuele Faggiano, Luca Giraldi, Maura Mengoni
Published in: Advances in Science, Technology and Engineering Systems Journal, Issue 5/6, 2020, Page(s) 185-192, ISSN 2415-6698
Publisher: ASTES
DOI: 10.25046/aj050622

Detecting Fall Risk and Frailty in Elders with Inertial Motion Sensors: A Survey of Significant Gait Parameters.

Author(s): Luisa Ruiz-Ruiz; Antonio Jiménez; Guillermo Garcia-Villamil; Fernando Seco
Published in: Sensors (Basel, Switzerland), Issue 3, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21206918

In-depth analysis and open challenges of Mist Computing

Author(s): Juan José López Escobar, Rebeca P. Díaz Redondo, Felipe Gil-Castiñeira
Published in: Journal of Cloud Computing-Advances Systems and Applications, 2022, ISSN 2192-113X
Publisher: Springer Science + Business Media
DOI: 10.1186/s13677-022-00354-x

Assessing falls in the elderly population using G-STRIDE foot-mounted inertial sensor

Author(s): Marta Neira Álvarez, Antonio R. Jiménez Ruiz, et al
Published in: Scientific Reports, Issue Sci Rep 13 9208, 2023, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-023-36241-x

Resource allocation for dataflow applications in FANETs using anypath routing

Author(s): Juan José López Escobar; Manuel Ricardo; Rui Campos; Felipe Gil-Castiñeira; Rebeca P. Díaz Redondo
Published in: Internet of Things, Issue 22, 2023, ISSN 2542-6605
Publisher: Elsevier
DOI: 10.1016/j.iot.2023.100761

Effectiveness of technology-based interventions in detection, prevention, monitoring and treatment of patients at risk or diagnosed with mild cognitive impairment: protocol for a systematic review.

Author(s): Jordi Martínez-Soldevila; Roland Pastells-Peiró; Carolina Climent-Sanz; Gerard Piñol-Ripoll; Mariona Rocaspana-García; Montserrat Gea-Sánchez
Published in: BMJ Open, Vol 11, Iss 8 (2021), Issue 2, 2021, ISSN 2044-6055
Publisher: BMJ Publishing Group
DOI: 10.1136/bmjopen-2020-045978

ARC: Automotive Radar Consistency Regularization for Semi-Supervised Learning

Author(s): Lee, Wei-Yu and Jovanov, Ljubomir and Kumcu, Asli and Philips, Wilfried
Published in: IEEE Transactions on Intelligent Vehicles, Issue in press, 2023, ISSN 2379-8904
Publisher: IEEE
DOI: 10.1109/tiv.2023.3318368

FLOPs-efficient filter pruning via transfer scale for neural network acceleration

Author(s): Z. Guo, Y. Xiao, W. Liao, P. Veelaert, W. Philips
Published in: Journal of computational science, 2021, ISSN 1877-7503
Publisher: Elsevier BV
DOI: 10.1016/j.jocs.2021.101459

Weak Segmentation Supervised Deep Neural Networks for Pedestrian Detection

Author(s): Z. Guo, W. Liao, Y. Xiao, P. Veelaert, W. Philips
Published in: Pattern Recognition, 2021, ISSN 0031-3203
Publisher: Pergamon Press
DOI: 10.1016/j.patcog.2021.108063

An Unsupervised Transfer Learning Framework for Visible-Thermal Pedestrian Detection

Author(s): C. Lyu, P. Heyer Wollenberg, B. Goossens, W. Philips
Published in: Sensors, Issue 22/12, 2022, Page(s) 4416-1–20, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22124416

Analysis and Design of a MuSiC-based Angle of Arrival Positioning System

Author(s): Marco Gunia, Adrian Zinke, Niko Joram, Frank Ellinger
Published in: ACM Transaction on Sensor Networks, 2023, ISSN 1550-4859
Publisher: Association for Computing Machinary, Inc.
DOI: 10.1145/3577927

ICTs for the improvement of cognitive function in healthy older adults. A systematic review protocol.

Author(s): Roland Pastells-Peiró, Helena Fernández-Lago, Esther Rubinat-Arnaldo, Filip Bellon, Jordi Martínez-Soldevila, Montserrat Gea-Sánchez
Published in: BMJ Open, 2021, ISSN 2044-6055
Publisher: BMJ Publishing Group
DOI: 10.1136/bmjopen-2020-046544

A 34-36 GHz Active Transmitarray for Ka-bandTracking Radar Using 5G Tx/Rx Beamforming ICs:Sparse Array Design and 64-Element Demonstrator

Author(s): Martijn de Kok,Cornelis J.C. Vertegaal, A. Bart Smolders and Ulf Johannsen
Published in: IEEE Transactions on Antennas and Propagation (TAP), 2023, ISSN 1558-2221
Publisher: IEEE
DOI: 10.1109/tap.2023.3240557

A Pilot Study to Validate a Wearable Inertial Sensor for Gait Assessment in Older Adults with Falls. Sensors 2021, 21, 4334.

Author(s): García-Villamil, G.; Neira-Álvarez, M.; Huertas-Hoyas, E.; Ramón-Jiménez, A.; Rodríguez-Sánchez, C
Published in: Sensors MDPI journal, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21134334

On Driver Behavior Recognition for Increased Safety: A Roadmap

Author(s): Luca Davoli, Marco Martalò, Antonio Cilfone, Laura Belli, Gianluigi Ferrari, Roberta Presta, Roberto Montanari, Maura Mengoni, Luca Giraldi, Elvio G. Amparore, Marco Botta, Idilio Drago, Giuseppe Carbonara, Andrea Castellano, Johan Plomp
Published in: Safety, Issue 6/4, 2020, Page(s) 55, ISSN 2313-576X
Publisher: MDPI
DOI: 10.3390/safety6040055

NeuNAC: A Novel Fragile Watermarking Algorithm for Integrity Protection of Neural Networks

Author(s): Marco Botta, Davide Cavagnino, Roberto Esposito
Published in: Information Sciences, 2021, ISSN 0020-0255
Publisher: Elsevier BV
DOI: 10.1016/j.ins.2021.06.073

Improving the Accuracy of Decawave’s UWB MDEK1001 Location System by Gaining Access to Multiple Ranges

Author(s): Antonio R. Jiménez, Fernando Seco
Published in: Sensors, Issue 21/5, 2021, Page(s) 1787, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21051787

Non-invasive psycho-physiological driver monitoring through IoT-oriented systems

Author(s): Luca Davoli, Veronica Mattioli, Sara Gambetta, Laura Belli, Luca Carnevali, Marco Martalò, Andrea Sgoifo, Riccardo Raheli, Gianluigi Ferrari
Published in: """""""Chapter 2 in """"""""The Internet of Medical Things: Enabling technologies and emerging applications,"""""""" S.K. Pani, P. Patra, G. Ferrari, R. Kraleva, X. Wang (Eds.)""""""", Issue 5, 2021, ISBN 9781839532733
Publisher: IET

Security and Privacy Challenges in 6G-enabled Massive IoT Applications

Author(s): M. Papaioannou, G. Mantas, F. Bashashi, G. Kambourakis, F. Gil-Castiñeira, R. Santos, J. Gonzalez
Published in: Chapter in: Security and Privacy for 6G Massive IoT, 2024, ISBN 1119987970
Publisher: John Wiley and Sons Limited

Non-invasive psycho-physiological driver monitoring through IoT-oriented systems

Author(s): Luca Davoli, Veronica Mattioli, Sara Gambetta, Laura Belli, Luca Carnevali, Marco Martalò, Andrea Sgoifo, Riccardo Raheli, Gianluigi Ferrari
Published in: "Chapter 2 in ""The Internet of Medical Things: Enabling technologies and emerging applications,"" S.K. Pani, P. Patra, G. Ferrari, R. Kraleva, X. Wang (Eds.)", 2021
Publisher: IET
DOI: 10.1049/pbhe034e_ch2

Understanding and exploiting the driver's state within the in-car environment: interaction scenarios

Author(s): Presta, R., Chiesa, S., & Tancredi, C.
Published in: Proceedings of the International Symposium of Future Design of Human Body Interaction, 2022, ISBN 9791254771655
Publisher: University

On the prediction of air quality within vehicles using outdoor air pollution: sensors and machine learning algorithms

Author(s): Thomas Baldi
Published in: 2022
Publisher: Unibo

On the use of DeepFakes for Data Augmentation

Author(s): Enrico Cassano
Published in: 2022
Publisher: Unito

On Studying fitness-to-drive: sensing of driving activities and driver monitoring

Author(s): Maria Mengozzi
Published in: 2021
Publisher: Unibo

Driver Distraction Classifier From Unobtrusive Sensors And Vehicle Dynamics

Author(s): Giuseppe Mazzone
Published in: 2021
Publisher: Unito

Arousal effects on Fitness-to-Drive assessment: algorithms and experiments

Author(s): Manuel Andruccioli
Published in: 2022
Publisher: Unibo

Running AI-based driving assistance systems using automotive-grade embedded hardware

Author(s): Filippo Antonelli
Published in: 2022
Publisher: Unito

Dataset extensions to improve driver activity recognition using chroma key and despill techniques.

Author(s): Roberto Craparotta
Published in: 2022
Publisher: Unito

GSTRIDE: A database of frailty and functional assessments with inertial gait data from elderly fallers and non-fallers populations

Author(s): García-Villamil, G.; Neira, M.; Huertas, E.; Ruiz, L.; García, S.; del-Ama, A.; Rodríguez, C.; Jiménez, A.R.
Published in: Zenodo, 2022
Publisher: Zenodo
DOI: 10.5281/zenodo.6883292

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NextPerception - Next generation smart perception sensors and distributed intelligence for proactive human monitoring in health, wellbeing, and automotive systems

Deliverables

Publications

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