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

Livrables

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

Auteurs: """Martijn de Kok, Gina Sprenger, A. Bart Smolders and Ulf Johannsen"""
Publié dans: European Conference on Antennas and Propagation (EuCAP) 2023, 2023
Éditeur: IEEE
DOI: 10.23919/eucap57121.2023.10133633

Recent Advances in wireless bioradar networks for indoor monitoring

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

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

Auteurs: G. G.-Villamil, Luisa Ruiz, Antonio R. Jiménez, F. Seco, C. Rodríguez
Publié dans: 2021
Éditeur: IPIN

Cross-Modality Attention and Multimodal Fusion Transformer for Pedestrian Detection

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

A Blockchain-based Architecture for Secure IoTbased Health Monitoring Systems

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

Thermal Camera-based Driver Monitoring in the Automotive Scenario

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

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

Auteurs: Martijn de Kok, A. Bart Smolders, Ulf Johannsen
Publié dans: APMC 2022, 2022
Éditeur: IEEE
DOI: 10.23919/apmc55665.2022.9999852

Spatio-temporal algorithm for 3D sequences noise reduction

Auteurs: L. Jovanov, D. Babin and W. Philips
Publié dans: 18th ACM SIGGRAPH European Conference on Visual Media Production, 2021, Page(s) 24, ISBN 9781450390941
Éditeur: ACM SIGGRAPH

Aerobic Fitness Level Estimation Using Wearables

Auteurs: Radovan Smisek, Andrea Nemcova, Jaromir Hubalek et al.
Publié dans: Computing in Cardiology, 2022
Éditeur: IEEE
DOI: 10.22489/cinc.2022.302

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

Auteurs: Presta, R., De Simone, F.
Publié dans: Intelligent Systems Conference (IntelliSys) 2022, 2022
Éditeur: ACM
DOI: 10.1007/978-3-031-16078-3_24

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

Auteurs: G. García-Villamil, A.R. Jiménez, M. Neira, E. Huertas Hoyas, C. Rodríguez-Sánchez
Publié dans: 2021
Éditeur: SAAEI

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

Auteurs: Topi Miekkala, Pasi Pyykönen, Matti Kutila, Arto Kyytinen
Publié dans: IEEE 17th International Conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, 2021
Éditeur: IEEE

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

Auteurs: J Lemmetti et al
Publié dans: SPIE Proceedings Volume 11668, High-Power Diode Laser Technology XIX, 2021
Éditeur: SPIE

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

Auteurs: Luisa Ruiz-Ruiz, G. G.-Villamil, F. Seco, A.R. Jiménez, Emily McAmis
Publié dans: XXVIII Seminario Anual de Automática, Electrónica Industrial e Instrumentación (SAAEI)., 2022
Éditeur: IEEE

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

Auteurs: Luisa Ruiz, G. G.-Villamil, Antonio R. Jiménez, F. Seco, C. Rodríguez
Publié dans: 2021
Éditeur: SAAEI

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

Auteurs: Abhijit Pal, Martin Schneider, Abdellatif Zanati
Publié dans: GeMiC 2022, 2022
Éditeur: IEEE

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

Auteurs: A.R. Jiménez, F. Seco
Publié dans: 2020
Éditeur: SAAEI

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

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

QualityBLE: A QoS Aware Implementation for BLE Mesh Networks

Auteurs: Jimmy Xavier Fernandez Landivar, Hazem Sallouha, Pieter Crombez, Sofie Pollin
Publié dans: Proceedings of the 2023 International Conference on Embedded Wireless Systems and Networks (EWSN '23), 2023
Éditeur: Zhuanzhi

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

Auteurs: Wei-Yu Lee, Martin Dimitrievski, Ljubomir Jovanov and Wilfried Philips
Publié dans: IEEE Symposium on Intelligent Vehicles (IV2021), 2021
Éditeur: IEEE
DOI: 10.1109/iv48863.2021.9575247

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

Auteurs: Ljubomir Jovanov et al.
Publié dans: British Machine Vision Conference (BMVC21), 2021
Éditeur: BMVC

Simultaneous multi-mode automotive imaging radar using cascaded transceivers

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

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

Auteurs: Luisa Ruiz, G. G.-Villamil, Antonio R. Jiménez, F. Seco, C. Rodríguez
Publié dans: XXVIII Seminario Anual de Automática, Electrónica Industrial e Instrumentación (SAAEI)., 2021
Éditeur: SAAEI

A Modular Multi-interface Gateway for Heterogeneous IoT Networking

Auteurs: Pagliari, Emanuele; Davoli, Luca; Cilfone, Antonio; Ferrari, Gianluigi
Publié dans: eisbn: 978-1-6654-2222-2, Numéro 1, 2020
Éditeur: IEEE
DOI: 10.1109/isaect50560.2020.9523689

R&D in Brussels, Macq Mobility

Auteurs: Bruno Cornelis
Publié dans: AI week, AI4Belgium, 2022
Éditeur: AIweek

Impact of Array Antenna Types on Heart Rate Monitoring Radar

Auteurs: Oluwatosin J. Babarinde, Peyman PourMohammadi, Guy Vandenbosch, Dominique Schreurs
Publié dans: IEEE International Microwave Biomedical Conference, 2022
Éditeur: IEEE

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

Auteurs: Luisa Ruiz-Ruiz, Fernando Seco, Antonio R. Jiménez, Sara García, Juan Jesús García
Publié dans: IEEE International Symposium on Medical Measurements and Applications - MEMEA 2022, 2022
Éditeur: IEEE

Estimation of respiratory rate using wearables

Auteurs: Martin Kralik et. al.
Publié dans: LIFMAT 2022, 2022
Éditeur: LIFMAT

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

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

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

Auteurs: L. Jovanov, W. Lee and W. Philips
Publié dans: WASC 2022, The Collaborative Workshop on the Architecture of Smart Cameras, Abstracts, 2022, Page(s) 1
Éditeur: The Collaborative Workshop on the Architecture of Smart Cameras

Challenges for Driver Action Recognition with Face Masks

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

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

Auteurs: Manuel Andruccioli, Maria Mengozzi, Roberta Presta, Silvia Mirri, Roberto Girau
Publié dans: 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 2023
Éditeur: IEEE
DOI: 10.1109/ccnc51644.2023.10060261

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

Auteurs: Martijn de Kok, Cornelis J.C. Vertegaal, A. Bart Smolders, Ulf Johannsen
Publié dans: European Radar Conference (EuRAD) 2021, 2021
Éditeur: 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.

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

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

Auteurs: Johanna Närväinen, Juha Kortelainen, Timo Urhemaa, Mikko Saajanlehto, Kari Bäckman, Johan Plomp
Publié dans: AHFE International, 2023
Éditeur: AHFE

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

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

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

Auteurs: Sergio Lluva, José M. Villadangos, Ana Jiménez, Antonio R. Jiménez, J. Jesús García
Publié dans: IEEE International Symposium on Medical Measurements and Applications - MEMEA 2022, 2022
Éditeur: IEEE

Multi-View Target Transformation for Pedestrian Detection

Auteurs: W. Lee, L. Jovanov, and W. Philips
Publié dans: 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
Éditeur: IEEE
DOI: 10.1109/wacvw58289.2023.00014

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

Auteurs: Ljubomir Jovanov et al.
Publié dans: 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022
Éditeur: Scitevents

Exploiting multi-source mobility data

Auteurs: Geert Vanstraelen
Publié dans: "EluciDATA Tech Talk ""How to fully exploit the data generated by your assets""?", 2021
Éditeur: Sirris

AI-based traffic analytics for improved safety in smart cities

Auteurs: Ljubomir Jovanov
Publié dans: TDV21, 2021
Éditeur: TDV

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

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

New approach in physical condition and health assessment using wearable devices

Auteurs: Jaromir Hubalek et al.
Publié dans: LIFMAT 2022, 2022
Éditeur: Lifmat

Visible-Thermal Pedestrian Detection via Unsupervised Transfer Learning

Auteurs: CHENGJIN LYU et al.
Publié dans: 5th International Conference on Innovation in Artificial Intelligence (ICIAI 2021)., 2021
Éditeur: ICIAI
DOI: 10.1145/3461353.3461369

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

Auteurs: Roberta Presta, Flavia De Simone, Chiara Tancredi, Silvia Chiesa
Publié dans: HCII 2023 - 25th International Conference on Human Computer Interaction, 2023
Éditeur: Springer

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

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

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

Auteurs: Martijn de Kok, A. Bart Smolders, Ulf Johannsen
Publié dans: IEEE Open Journal of Antennas and Propagation, Numéro 2, 2021, Page(s) 746-758, ISSN 2637-6431
Éditeur: IEEE OJAP
DOI: 10.1109/ojap.2021.3089052

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

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

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

Auteurs: Luisa Ruiz-Ruiz; Antonio Jiménez; Guillermo Garcia-Villamil; Fernando Seco
Publié dans: Sensors (Basel, Switzerland), Numéro 3, 2021, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21206918

In-depth analysis and open challenges of Mist Computing

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

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

Auteurs: Marta Neira Álvarez, Antonio R. Jiménez Ruiz, et al
Publié dans: Scientific Reports, Numéro Sci Rep 13 9208, 2023, ISSN 2045-2322
Éditeur: Nature Publishing Group
DOI: 10.1038/s41598-023-36241-x

Resource allocation for dataflow applications in FANETs using anypath routing

Auteurs: Juan José López Escobar; Manuel Ricardo; Rui Campos; Felipe Gil-Castiñeira; Rebeca P. Díaz Redondo
Publié dans: Internet of Things, Numéro 22, 2023, ISSN 2542-6605
Éditeur: 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.

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

ARC: Automotive Radar Consistency Regularization for Semi-Supervised Learning

Auteurs: Lee, Wei-Yu and Jovanov, Ljubomir and Kumcu, Asli and Philips, Wilfried
Publié dans: IEEE Transactions on Intelligent Vehicles, Numéro in press, 2023, ISSN 2379-8904
Éditeur: IEEE
DOI: 10.1109/tiv.2023.3318368

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

Auteurs: Z. Guo, Y. Xiao, W. Liao, P. Veelaert, W. Philips
Publié dans: Journal of computational science, 2021, ISSN 1877-7503
Éditeur: Elsevier BV
DOI: 10.1016/j.jocs.2021.101459

Weak Segmentation Supervised Deep Neural Networks for Pedestrian Detection

Auteurs: Z. Guo, W. Liao, Y. Xiao, P. Veelaert, W. Philips
Publié dans: Pattern Recognition, 2021, ISSN 0031-3203
Éditeur: Pergamon Press
DOI: 10.1016/j.patcog.2021.108063

An Unsupervised Transfer Learning Framework for Visible-Thermal Pedestrian Detection

Auteurs: C. Lyu, P. Heyer Wollenberg, B. Goossens, W. Philips
Publié dans: Sensors, Numéro 22/12, 2022, Page(s) 4416-1–20, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s22124416

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

Auteurs: Marco Gunia, Adrian Zinke, Niko Joram, Frank Ellinger
Publié dans: ACM Transaction on Sensor Networks, 2023, ISSN 1550-4859
Éditeur: Association for Computing Machinary, Inc.
DOI: 10.1145/3577927

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

Auteurs: Roland Pastells-Peiró, Helena Fernández-Lago, Esther Rubinat-Arnaldo, Filip Bellon, Jordi Martínez-Soldevila, Montserrat Gea-Sánchez
Publié dans: BMJ Open, 2021, ISSN 2044-6055
Éditeur: 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

Auteurs: Martijn de Kok,Cornelis J.C. Vertegaal, A. Bart Smolders and Ulf Johannsen
Publié dans: IEEE Transactions on Antennas and Propagation (TAP), 2023, ISSN 1558-2221
Éditeur: 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.

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

On Driver Behavior Recognition for Increased Safety: A Roadmap

Auteurs: 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
Publié dans: Safety, Numéro 6/4, 2020, Page(s) 55, ISSN 2313-576X
Éditeur: MDPI
DOI: 10.3390/safety6040055

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

Auteurs: Marco Botta, Davide Cavagnino, Roberto Esposito
Publié dans: Information Sciences, 2021, ISSN 0020-0255
Éditeur: 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

Auteurs: Antonio R. Jiménez, Fernando Seco
Publié dans: Sensors, Numéro 21/5, 2021, Page(s) 1787, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21051787

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

Auteurs: Luca Davoli, Veronica Mattioli, Sara Gambetta, Laura Belli, Luca Carnevali, Marco Martalò, Andrea Sgoifo, Riccardo Raheli, Gianluigi Ferrari
Publié dans: """""""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.)""""""", Numéro 5, 2021, ISBN 9781839532733
Éditeur: IET

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

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

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

Auteurs: Luca Davoli, Veronica Mattioli, Sara Gambetta, Laura Belli, Luca Carnevali, Marco Martalò, Andrea Sgoifo, Riccardo Raheli, Gianluigi Ferrari
Publié dans: "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
Éditeur: IET
DOI: 10.1049/pbhe034e_ch2

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

Auteurs: Presta, R., Chiesa, S., & Tancredi, C.
Publié dans: Proceedings of the International Symposium of Future Design of Human Body Interaction, 2022, ISBN 9791254771655
Éditeur: University

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

Auteurs: Thomas Baldi
Publié dans: 2022
Éditeur: Unibo

On the use of DeepFakes for Data Augmentation

Auteurs: Enrico Cassano
Publié dans: 2022
Éditeur: Unito

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

Auteurs: Maria Mengozzi
Publié dans: 2021
Éditeur: Unibo

Driver Distraction Classifier From Unobtrusive Sensors And Vehicle Dynamics

Auteurs: Giuseppe Mazzone
Publié dans: 2021
Éditeur: Unito

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

Auteurs: Manuel Andruccioli
Publié dans: 2022
Éditeur: Unibo

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

Auteurs: Filippo Antonelli
Publié dans: 2022
Éditeur: Unito

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

Auteurs: Roberto Craparotta
Publié dans: 2022
Éditeur: Unito

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

Auteurs: García-Villamil, G.; Neira, M.; Huertas, E.; Ruiz, L.; García, S.; del-Ama, A.; Rodríguez, C.; Jiménez, A.R.
Publié dans: Zenodo, 2022
Éditeur: 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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