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

Risultati finali

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

Pubblicazioni

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

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

Recent Advances in wireless bioradar networks for indoor monitoring

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

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

Autori: G. G.-Villamil, Luisa Ruiz, Antonio R. Jiménez, F. Seco, C. Rodríguez
Pubblicato in: 2021
Editore: IPIN

Cross-Modality Attention and Multimodal Fusion Transformer for Pedestrian Detection

Autori: W. Lee, L. Jovanov and W. Philips
Pubblicato in: Computer Vision – ECCV 2022 Workshops, 2023, Pagina/e 608–623, ISBN 978-3-031-25072-9
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-25072-9_41

A Blockchain-based Architecture for Secure IoTbased Health Monitoring Systems

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

Thermal Camera-based Driver Monitoring in the Automotive Scenario

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

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

Autori: Martijn de Kok, A. Bart Smolders, Ulf Johannsen
Pubblicato in: APMC 2022, 2022
Editore: IEEE
DOI: 10.23919/apmc55665.2022.9999852

Spatio-temporal algorithm for 3D sequences noise reduction

Autori: L. Jovanov, D. Babin and W. Philips
Pubblicato in: 18th ACM SIGGRAPH European Conference on Visual Media Production, 2021, Pagina/e 24, ISBN 9781450390941
Editore: ACM SIGGRAPH

Aerobic Fitness Level Estimation Using Wearables

Autori: Radovan Smisek, Andrea Nemcova, Jaromir Hubalek et al.
Pubblicato in: Computing in Cardiology, 2022
Editore: IEEE
DOI: 10.22489/cinc.2022.302

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

Autori: Presta, R., De Simone, F.
Pubblicato in: Intelligent Systems Conference (IntelliSys) 2022, 2022
Editore: ACM
DOI: 10.1007/978-3-031-16078-3_24

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

Autori: G. García-Villamil, A.R. Jiménez, M. Neira, E. Huertas Hoyas, C. Rodríguez-Sánchez
Pubblicato in: 2021
Editore: SAAEI

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

Autori: Topi Miekkala, Pasi Pyykönen, Matti Kutila, Arto Kyytinen
Pubblicato in: IEEE 17th International Conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, 2021
Editore: IEEE

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

Autori: J Lemmetti et al
Pubblicato in: SPIE Proceedings Volume 11668, High-Power Diode Laser Technology XIX, 2021
Editore: SPIE

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

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

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

Autori: Luisa Ruiz, G. G.-Villamil, Antonio R. Jiménez, F. Seco, C. Rodríguez
Pubblicato in: 2021
Editore: SAAEI

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

Autori: Abhijit Pal, Martin Schneider, Abdellatif Zanati
Pubblicato in: GeMiC 2022, 2022
Editore: IEEE

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

Autori: A.R. Jiménez, F. Seco
Pubblicato in: 2020
Editore: SAAEI

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

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

QualityBLE: A QoS Aware Implementation for BLE Mesh Networks

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

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

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

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

Autori: Ljubomir Jovanov et al.
Pubblicato in: British Machine Vision Conference (BMVC21), 2021
Editore: BMVC

Simultaneous multi-mode automotive imaging radar using cascaded transceivers

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

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

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

A Modular Multi-interface Gateway for Heterogeneous IoT Networking

Autori: Pagliari, Emanuele; Davoli, Luca; Cilfone, Antonio; Ferrari, Gianluigi
Pubblicato in: eisbn: 978-1-6654-2222-2, Numero 1, 2020
Editore: IEEE
DOI: 10.1109/isaect50560.2020.9523689

R&D in Brussels, Macq Mobility

Autori: Bruno Cornelis
Pubblicato in: AI week, AI4Belgium, 2022
Editore: AIweek

Impact of Array Antenna Types on Heart Rate Monitoring Radar

Autori: Oluwatosin J. Babarinde, Peyman PourMohammadi, Guy Vandenbosch, Dominique Schreurs
Pubblicato in: IEEE International Microwave Biomedical Conference, 2022
Editore: IEEE

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

Autori: Luisa Ruiz-Ruiz, Fernando Seco, Antonio R. Jiménez, Sara García, Juan Jesús García
Pubblicato in: IEEE International Symposium on Medical Measurements and Applications - MEMEA 2022, 2022
Editore: IEEE

Estimation of respiratory rate using wearables

Autori: Martin Kralik et. al.
Pubblicato in: LIFMAT 2022, 2022
Editore: LIFMAT

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

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

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

Autori: L. Jovanov, W. Lee and W. Philips
Pubblicato in: WASC 2022, The Collaborative Workshop on the Architecture of Smart Cameras, Abstracts, 2022, Pagina/e 1
Editore: The Collaborative Workshop on the Architecture of Smart Cameras

Challenges for Driver Action Recognition with Face Masks

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

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

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

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

Autori: Martijn de Kok, Cornelis J.C. Vertegaal, A. Bart Smolders, Ulf Johannsen
Pubblicato in: European Radar Conference (EuRAD) 2021, 2021
Editore: 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.

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

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

Autori: Johanna Närväinen, Juha Kortelainen, Timo Urhemaa, Mikko Saajanlehto, Kari Bäckman, Johan Plomp
Pubblicato in: AHFE International, 2023
Editore: AHFE

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

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

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

Autori: Sergio Lluva, José M. Villadangos, Ana Jiménez, Antonio R. Jiménez, J. Jesús García
Pubblicato in: IEEE International Symposium on Medical Measurements and Applications - MEMEA 2022, 2022
Editore: IEEE

Multi-View Target Transformation for Pedestrian Detection

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

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

Autori: Ljubomir Jovanov et al.
Pubblicato in: 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022
Editore: Scitevents

Exploiting multi-source mobility data

Autori: Geert Vanstraelen
Pubblicato in: "EluciDATA Tech Talk ""How to fully exploit the data generated by your assets""?", 2021
Editore: Sirris

AI-based traffic analytics for improved safety in smart cities

Autori: Ljubomir Jovanov
Pubblicato in: TDV21, 2021
Editore: TDV

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

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

New approach in physical condition and health assessment using wearable devices

Autori: Jaromir Hubalek et al.
Pubblicato in: LIFMAT 2022, 2022
Editore: Lifmat

Visible-Thermal Pedestrian Detection via Unsupervised Transfer Learning

Autori: CHENGJIN LYU et al.
Pubblicato in: 5th International Conference on Innovation in Artificial Intelligence (ICIAI 2021)., 2021
Editore: ICIAI
DOI: 10.1145/3461353.3461369

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

Autori: Roberta Presta, Flavia De Simone, Chiara Tancredi, Silvia Chiesa
Pubblicato in: HCII 2023 - 25th International Conference on Human Computer Interaction, 2023
Editore: Springer

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

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

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

Autori: Martijn de Kok, A. Bart Smolders, Ulf Johannsen
Pubblicato in: IEEE Open Journal of Antennas and Propagation, Numero 2, 2021, Pagina/e 746-758, ISSN 2637-6431
Editore: IEEE OJAP
DOI: 10.1109/ojap.2021.3089052

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

Autori: Andrea Generosi, Silvia Ceccacci, Samuele Faggiano, Luca Giraldi, Maura Mengoni
Pubblicato in: Advances in Science, Technology and Engineering Systems Journal, Numero 5/6, 2020, Pagina/e 185-192, ISSN 2415-6698
Editore: ASTES
DOI: 10.25046/aj050622

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

Autori: Luisa Ruiz-Ruiz; Antonio Jiménez; Guillermo Garcia-Villamil; Fernando Seco
Pubblicato in: Sensors (Basel, Switzerland), Numero 3, 2021, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21206918

In-depth analysis and open challenges of Mist Computing

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

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

Autori: Marta Neira Álvarez, Antonio R. Jiménez Ruiz, et al
Pubblicato in: Scientific Reports, Numero Sci Rep 13 9208, 2023, ISSN 2045-2322
Editore: Nature Publishing Group
DOI: 10.1038/s41598-023-36241-x

Resource allocation for dataflow applications in FANETs using anypath routing

Autori: Juan José López Escobar; Manuel Ricardo; Rui Campos; Felipe Gil-Castiñeira; Rebeca P. Díaz Redondo
Pubblicato in: Internet of Things, Numero 22, 2023, ISSN 2542-6605
Editore: 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.

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

ARC: Automotive Radar Consistency Regularization for Semi-Supervised Learning

Autori: Lee, Wei-Yu and Jovanov, Ljubomir and Kumcu, Asli and Philips, Wilfried
Pubblicato in: IEEE Transactions on Intelligent Vehicles, Numero in press, 2023, ISSN 2379-8904
Editore: IEEE
DOI: 10.1109/tiv.2023.3318368

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

Autori: Z. Guo, Y. Xiao, W. Liao, P. Veelaert, W. Philips
Pubblicato in: Journal of computational science, 2021, ISSN 1877-7503
Editore: Elsevier BV
DOI: 10.1016/j.jocs.2021.101459

Weak Segmentation Supervised Deep Neural Networks for Pedestrian Detection

Autori: Z. Guo, W. Liao, Y. Xiao, P. Veelaert, W. Philips
Pubblicato in: Pattern Recognition, 2021, ISSN 0031-3203
Editore: Pergamon Press
DOI: 10.1016/j.patcog.2021.108063

An Unsupervised Transfer Learning Framework for Visible-Thermal Pedestrian Detection

Autori: C. Lyu, P. Heyer Wollenberg, B. Goossens, W. Philips
Pubblicato in: Sensors, Numero 22/12, 2022, Pagina/e 4416-1–20, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22124416

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

Autori: Marco Gunia, Adrian Zinke, Niko Joram, Frank Ellinger
Pubblicato in: ACM Transaction on Sensor Networks, 2023, ISSN 1550-4859
Editore: Association for Computing Machinary, Inc.
DOI: 10.1145/3577927

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

Autori: Roland Pastells-Peiró, Helena Fernández-Lago, Esther Rubinat-Arnaldo, Filip Bellon, Jordi Martínez-Soldevila, Montserrat Gea-Sánchez
Pubblicato in: BMJ Open, 2021, ISSN 2044-6055
Editore: 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

Autori: Martijn de Kok,Cornelis J.C. Vertegaal, A. Bart Smolders and Ulf Johannsen
Pubblicato in: IEEE Transactions on Antennas and Propagation (TAP), 2023, ISSN 1558-2221
Editore: 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.

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

On Driver Behavior Recognition for Increased Safety: A Roadmap

Autori: 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
Pubblicato in: Safety, Numero 6/4, 2020, Pagina/e 55, ISSN 2313-576X
Editore: MDPI
DOI: 10.3390/safety6040055

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

Autori: Marco Botta, Davide Cavagnino, Roberto Esposito
Pubblicato in: Information Sciences, 2021, ISSN 0020-0255
Editore: 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

Autori: Antonio R. Jiménez, Fernando Seco
Pubblicato in: Sensors, Numero 21/5, 2021, Pagina/e 1787, ISSN 1424-8220
Editore: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21051787

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

Autori: Luca Davoli, Veronica Mattioli, Sara Gambetta, Laura Belli, Luca Carnevali, Marco Martalò, Andrea Sgoifo, Riccardo Raheli, Gianluigi Ferrari
Pubblicato 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.)""""""", Numero 5, 2021, ISBN 9781839532733
Editore: IET

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

Autori: M. Papaioannou, G. Mantas, F. Bashashi, G. Kambourakis, F. Gil-Castiñeira, R. Santos, J. Gonzalez
Pubblicato in: Chapter in: Security and Privacy for 6G Massive IoT, 2024, ISBN 1119987970
Editore: John Wiley and Sons Limited

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

Autori: Luca Davoli, Veronica Mattioli, Sara Gambetta, Laura Belli, Luca Carnevali, Marco Martalò, Andrea Sgoifo, Riccardo Raheli, Gianluigi Ferrari
Pubblicato 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
Editore: IET
DOI: 10.1049/pbhe034e_ch2

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

Autori: Presta, R., Chiesa, S., & Tancredi, C.
Pubblicato in: Proceedings of the International Symposium of Future Design of Human Body Interaction, 2022, ISBN 9791254771655
Editore: University

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

Autori: Thomas Baldi
Pubblicato in: 2022
Editore: Unibo

On the use of DeepFakes for Data Augmentation

Autori: Enrico Cassano
Pubblicato in: 2022
Editore: Unito

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

Autori: Maria Mengozzi
Pubblicato in: 2021
Editore: Unibo

Driver Distraction Classifier From Unobtrusive Sensors And Vehicle Dynamics

Autori: Giuseppe Mazzone
Pubblicato in: 2021
Editore: Unito

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

Autori: Manuel Andruccioli
Pubblicato in: 2022
Editore: Unibo

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

Autori: Filippo Antonelli
Pubblicato in: 2022
Editore: Unito

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

Autori: Roberto Craparotta
Pubblicato in: 2022
Editore: Unito

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

Autori: García-Villamil, G.; Neira, M.; Huertas, E.; Ruiz, L.; García, S.; del-Ama, A.; Rodríguez, C.; Jiménez, A.R.
Pubblicato in: Zenodo, 2022
Editore: 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

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