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

Rezultaty

Final pilot evaluation reports

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

Publikacje

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

Autorzy: """Martijn de Kok, Gina Sprenger, A. Bart Smolders and Ulf Johannsen"""
Opublikowane w: European Conference on Antennas and Propagation (EuCAP) 2023, 2023
Wydawca: IEEE
DOI: 10.23919/eucap57121.2023.10133633

Recent Advances in wireless bioradar networks for indoor monitoring

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

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

Autorzy: G. G.-Villamil, Luisa Ruiz, Antonio R. Jiménez, F. Seco, C. Rodríguez
Opublikowane w: 2021
Wydawca: IPIN

Cross-Modality Attention and Multimodal Fusion Transformer for Pedestrian Detection

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

A Blockchain-based Architecture for Secure IoTbased Health Monitoring Systems

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

Thermal Camera-based Driver Monitoring in the Automotive Scenario

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

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

Autorzy: Martijn de Kok, A. Bart Smolders, Ulf Johannsen
Opublikowane w: APMC 2022, 2022
Wydawca: IEEE
DOI: 10.23919/apmc55665.2022.9999852

Spatio-temporal algorithm for 3D sequences noise reduction

Autorzy: L. Jovanov, D. Babin and W. Philips
Opublikowane w: 18th ACM SIGGRAPH European Conference on Visual Media Production, 2021, Page(s) 24, ISBN 9781450390941
Wydawca: ACM SIGGRAPH

Aerobic Fitness Level Estimation Using Wearables

Autorzy: Radovan Smisek, Andrea Nemcova, Jaromir Hubalek et al.
Opublikowane w: Computing in Cardiology, 2022
Wydawca: IEEE
DOI: 10.22489/cinc.2022.302

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

Autorzy: Presta, R., De Simone, F.
Opublikowane w: Intelligent Systems Conference (IntelliSys) 2022, 2022
Wydawca: ACM
DOI: 10.1007/978-3-031-16078-3_24

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

Autorzy: G. García-Villamil, A.R. Jiménez, M. Neira, E. Huertas Hoyas, C. Rodríguez-Sánchez
Opublikowane w: 2021
Wydawca: SAAEI

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

Autorzy: Topi Miekkala, Pasi Pyykönen, Matti Kutila, Arto Kyytinen
Opublikowane w: IEEE 17th International Conference on Intelligent Computer Communication and Processing, Cluj-Napoca, Romania, 2021
Wydawca: IEEE

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

Autorzy: J Lemmetti et al
Opublikowane w: SPIE Proceedings Volume 11668, High-Power Diode Laser Technology XIX, 2021
Wydawca: SPIE

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

Autorzy: Luisa Ruiz-Ruiz, G. G.-Villamil, F. Seco, A.R. Jiménez, Emily McAmis
Opublikowane w: XXVIII Seminario Anual de Automática, Electrónica Industrial e Instrumentación (SAAEI)., 2022
Wydawca: IEEE

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

Autorzy: Luisa Ruiz, G. G.-Villamil, Antonio R. Jiménez, F. Seco, C. Rodríguez
Opublikowane w: 2021
Wydawca: SAAEI

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

Autorzy: Abhijit Pal, Martin Schneider, Abdellatif Zanati
Opublikowane w: GeMiC 2022, 2022
Wydawca: IEEE

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

Autorzy: A.R. Jiménez, F. Seco
Opublikowane w: 2020
Wydawca: SAAEI

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

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

QualityBLE: A QoS Aware Implementation for BLE Mesh Networks

Autorzy: Jimmy Xavier Fernandez Landivar, Hazem Sallouha, Pieter Crombez, Sofie Pollin
Opublikowane w: Proceedings of the 2023 International Conference on Embedded Wireless Systems and Networks (EWSN '23), 2023
Wydawca: Zhuanzhi

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

Autorzy: Wei-Yu Lee, Martin Dimitrievski, Ljubomir Jovanov and Wilfried Philips
Opublikowane w: IEEE Symposium on Intelligent Vehicles (IV2021), 2021
Wydawca: IEEE
DOI: 10.1109/iv48863.2021.9575247

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

Autorzy: Ljubomir Jovanov et al.
Opublikowane w: British Machine Vision Conference (BMVC21), 2021
Wydawca: BMVC

Simultaneous multi-mode automotive imaging radar using cascaded transceivers

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

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

Autorzy: Luisa Ruiz, G. G.-Villamil, Antonio R. Jiménez, F. Seco, C. Rodríguez
Opublikowane w: XXVIII Seminario Anual de Automática, Electrónica Industrial e Instrumentación (SAAEI)., 2021
Wydawca: SAAEI

A Modular Multi-interface Gateway for Heterogeneous IoT Networking

Autorzy: Pagliari, Emanuele; Davoli, Luca; Cilfone, Antonio; Ferrari, Gianluigi
Opublikowane w: eisbn: 978-1-6654-2222-2, Issue 1, 2020
Wydawca: IEEE
DOI: 10.1109/isaect50560.2020.9523689

R&D in Brussels, Macq Mobility

Autorzy: Bruno Cornelis
Opublikowane w: AI week, AI4Belgium, 2022
Wydawca: AIweek

Impact of Array Antenna Types on Heart Rate Monitoring Radar

Autorzy: Oluwatosin J. Babarinde, Peyman PourMohammadi, Guy Vandenbosch, Dominique Schreurs
Opublikowane w:  IEEE International Microwave Biomedical Conference, 2022
Wydawca: IEEE

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

Autorzy: Luisa Ruiz-Ruiz, Fernando Seco, Antonio R. Jiménez, Sara García, Juan Jesús García
Opublikowane w: IEEE International Symposium on Medical Measurements and Applications - MEMEA 2022, 2022
Wydawca: IEEE

Estimation of respiratory rate using wearables

Autorzy: Martin Kralik et. al.
Opublikowane w: LIFMAT 2022, 2022
Wydawca: LIFMAT

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

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

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

Autorzy: L. Jovanov, W. Lee and W. Philips
Opublikowane w: WASC 2022, The Collaborative Workshop on the Architecture of Smart Cameras, Abstracts, 2022, Page(s) 1
Wydawca: The Collaborative Workshop on the Architecture of Smart Cameras

Challenges for Driver Action Recognition with Face Masks

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

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

Autorzy: Manuel Andruccioli, Maria Mengozzi, Roberta Presta, Silvia Mirri, Roberto Girau
Opublikowane w: 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 2023
Wydawca: IEEE
DOI: 10.1109/ccnc51644.2023.10060261

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

Autorzy: Martijn de Kok, Cornelis J.C. Vertegaal, A. Bart Smolders, Ulf Johannsen
Opublikowane w: European Radar Conference (EuRAD) 2021, 2021
Wydawca: 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.

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

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

Autorzy: Johanna Närväinen, Juha Kortelainen, Timo Urhemaa, Mikko Saajanlehto, Kari Bäckman, Johan Plomp
Opublikowane w: AHFE International, 2023
Wydawca: AHFE

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

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

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

Autorzy: Sergio Lluva, José M. Villadangos, Ana Jiménez, Antonio R. Jiménez, J. Jesús García
Opublikowane w: IEEE International Symposium on Medical Measurements and Applications - MEMEA 2022, 2022
Wydawca: IEEE

Multi-View Target Transformation for Pedestrian Detection

Autorzy: W. Lee, L. Jovanov, and W. Philips
Opublikowane w: 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
Wydawca: IEEE
DOI: 10.1109/wacvw58289.2023.00014

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

Autorzy: Ljubomir Jovanov et al.
Opublikowane w: 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 2022
Wydawca: Scitevents

Exploiting multi-source mobility data

Autorzy: Geert Vanstraelen
Opublikowane w: "EluciDATA Tech Talk ""How to fully exploit the data generated by your assets""?", 2021
Wydawca: Sirris

AI-based traffic analytics for improved safety in smart cities

Autorzy: Ljubomir Jovanov
Opublikowane w: TDV21, 2021
Wydawca: TDV

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

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

New approach in physical condition and health assessment using wearable devices

Autorzy: Jaromir Hubalek et al.
Opublikowane w: LIFMAT 2022, 2022
Wydawca: Lifmat

Visible-Thermal Pedestrian Detection via Unsupervised Transfer Learning

Autorzy: CHENGJIN LYU et al.
Opublikowane w: 5th International Conference on Innovation in Artificial Intelligence (ICIAI 2021)., 2021
Wydawca: ICIAI
DOI: 10.1145/3461353.3461369

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

Autorzy: Roberta Presta, Flavia De Simone, Chiara Tancredi, Silvia Chiesa
Opublikowane w: HCII 2023 - 25th International Conference on Human Computer Interaction, 2023
Wydawca: Springer

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

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

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

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

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

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

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

Autorzy: Luisa Ruiz-Ruiz; Antonio Jiménez; Guillermo Garcia-Villamil; Fernando Seco
Opublikowane w: Sensors (Basel, Switzerland), Issue 3, 2021, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21206918

In-depth analysis and open challenges of Mist Computing

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

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

Autorzy: Marta Neira Álvarez, Antonio R. Jiménez Ruiz, et al
Opublikowane w: Scientific Reports, Issue Sci Rep 13 9208, 2023, ISSN 2045-2322
Wydawca: Nature Publishing Group
DOI: 10.1038/s41598-023-36241-x

Resource allocation for dataflow applications in FANETs using anypath routing

Autorzy: Juan José López Escobar; Manuel Ricardo; Rui Campos; Felipe Gil-Castiñeira; Rebeca P. Díaz Redondo
Opublikowane w: Internet of Things, Issue 22, 2023, ISSN 2542-6605
Wydawca: 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.

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

ARC: Automotive Radar Consistency Regularization for Semi-Supervised Learning

Autorzy: Lee, Wei-Yu and Jovanov, Ljubomir and Kumcu, Asli and Philips, Wilfried
Opublikowane w: IEEE Transactions on Intelligent Vehicles, Issue in press, 2023, ISSN 2379-8904
Wydawca: IEEE
DOI: 10.1109/tiv.2023.3318368

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

Autorzy: Z. Guo, Y. Xiao, W. Liao, P. Veelaert, W. Philips
Opublikowane w: Journal of computational science, 2021, ISSN 1877-7503
Wydawca: Elsevier BV
DOI: 10.1016/j.jocs.2021.101459

Weak Segmentation Supervised Deep Neural Networks for Pedestrian Detection

Autorzy: Z. Guo, W. Liao, Y. Xiao, P. Veelaert, W. Philips
Opublikowane w: Pattern Recognition, 2021, ISSN 0031-3203
Wydawca: Pergamon Press
DOI: 10.1016/j.patcog.2021.108063

An Unsupervised Transfer Learning Framework for Visible-Thermal Pedestrian Detection

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

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

Autorzy: Marco Gunia, Adrian Zinke, Niko Joram, Frank Ellinger
Opublikowane w: ACM Transaction on Sensor Networks, 2023, ISSN 1550-4859
Wydawca: Association for Computing Machinary, Inc.
DOI: 10.1145/3577927

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

Autorzy: Roland Pastells-Peiró, Helena Fernández-Lago, Esther Rubinat-Arnaldo, Filip Bellon, Jordi Martínez-Soldevila, Montserrat Gea-Sánchez
Opublikowane w: BMJ Open, 2021, ISSN 2044-6055
Wydawca: 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

Autorzy: Martijn de Kok,Cornelis J.C. Vertegaal, A. Bart Smolders and Ulf Johannsen
Opublikowane w: IEEE Transactions on Antennas and Propagation (TAP), 2023, ISSN 1558-2221
Wydawca: 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.

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

On Driver Behavior Recognition for Increased Safety: A Roadmap

Autorzy: 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
Opublikowane w: Safety, Issue 6/4, 2020, Page(s) 55, ISSN 2313-576X
Wydawca: MDPI
DOI: 10.3390/safety6040055

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

Autorzy: Marco Botta, Davide Cavagnino, Roberto Esposito
Opublikowane w: Information Sciences, 2021, ISSN 0020-0255
Wydawca: 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

Autorzy: Antonio R. Jiménez, Fernando Seco
Opublikowane w: Sensors, Issue 21/5, 2021, Page(s) 1787, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21051787

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

Autorzy: Luca Davoli, Veronica Mattioli, Sara Gambetta, Laura Belli, Luca Carnevali, Marco Martalò, Andrea Sgoifo, Riccardo Raheli, Gianluigi Ferrari
Opublikowane w: """""""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
Wydawca: IET

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

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

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

Autorzy: Luca Davoli, Veronica Mattioli, Sara Gambetta, Laura Belli, Luca Carnevali, Marco Martalò, Andrea Sgoifo, Riccardo Raheli, Gianluigi Ferrari
Opublikowane w: "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
Wydawca: IET
DOI: 10.1049/pbhe034e_ch2

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

Autorzy: Presta, R., Chiesa, S., & Tancredi, C.
Opublikowane w: Proceedings of the International Symposium of Future Design of Human Body Interaction, 2022, ISBN 9791254771655
Wydawca: University

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

Autorzy: Thomas Baldi
Opublikowane w: 2022
Wydawca: Unibo

On the use of DeepFakes for Data Augmentation

Autorzy: Enrico Cassano
Opublikowane w: 2022
Wydawca: Unito

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

Autorzy: Maria Mengozzi
Opublikowane w: 2021
Wydawca: Unibo

Driver Distraction Classifier From Unobtrusive Sensors And Vehicle Dynamics

Autorzy: Giuseppe Mazzone
Opublikowane w: 2021
Wydawca: Unito

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

Autorzy: Manuel Andruccioli
Opublikowane w: 2022
Wydawca: Unibo

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

Autorzy: Filippo Antonelli
Opublikowane w: 2022
Wydawca: Unito

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

Autorzy: Roberto Craparotta
Opublikowane w: 2022
Wydawca: Unito

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

Autorzy: García-Villamil, G.; Neira, M.; Huertas, E.; Ruiz, L.; García, S.; del-Ama, A.; Rodríguez, C.; Jiménez, A.R.
Opublikowane w: Zenodo, 2022
Wydawca: Zenodo
DOI: 10.5281/zenodo.6883292

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