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

Deliverables

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.

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Publications

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, 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, 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), 3, 2021, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21206918

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), 2, 2021, ISSN 2044-6055
Publisher: BMJ Publishing Group
DOI: 10.1136/bmjopen-2020-045978

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

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 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, 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, 21/5, 2021, Page(s) 1787, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s21051787

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

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

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

 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

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

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, 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

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

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

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