Professor Olivier Romain

  • Affiliate (School of Engineering)

Publications

List by: Type | Date

Jump to: 2024 | 2023 | 2022 | 2021 | 2020
Number of items: 21.

2024

Béranger, Claire, Bordat, Alexandre, Khelif, Mohamed Amine, Dobias, Petr, Vu, Ngoc-Son, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Guyard, David and Romain, Olivier (2024) Radar-Based Human Activity Acquisition, Classification and Recognition Towards Elderly Fall Prediction. In: 26th Euromicro Conference Series on Digital System Design (Euromicro DSD2023), Durres, Albania, 6-8 Sept 2023, pp. 95-102. ISBN 9798350344196 (doi: 10.1109/DSD60849.2023.00023)

2023

CY Cergy Paris Université (2023) Method and Device for Human Activity Classification Using Radar Micro Doppler and Phase. .

Yang, S. et al. (2023) The Human Activity Radar Challenge: benchmarking based on the ’Radar signatures of human activities’ dataset from Glasgow University. IEEE Journal of Biomedical and Health Informatics, 27(4), pp. 1813-1824. (doi: 10.1109/JBHI.2023.3240895)

Li, Zhenghui, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Abbasi, Qammer ORCID logoORCID: https://orcid.org/0000-0002-7097-9969, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903 and Romain, Olivier (2023) Radar-based human activity recognition with adaptive thresholding towards resource constrained platforms. Scientific Reports, 13, 3473. (doi: 10.1038/s41598-023-30631-x)

Li, Zhenghui, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Abbasi, Qammer ORCID logoORCID: https://orcid.org/0000-0002-7097-9969 and Romain, Olivier (2023) Human Activity Classification with Adaptive Thresholding using Radar Micro-Doppler. In: 2021 CIE International Conference on Radar (CIE Radar 2021), Haikou, Hainan, China, 15 - 19 December 2021, ISBN 9781665468893 (doi: 10.1109/Radar53847.2021.10028630)

2022

Bordat, Alexandre, Dobias, Petr, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Guyard, David and Romain, Olivier (2022) Towards Real-Time Implementation for the Pre-Processing of Radar-Based Human Activity Recognition. In: 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), Anchorage, AK, USA, 01-03 Jun 2022, pp. 635-638. ISBN 9781665482400 (doi: 10.1109/ISIE51582.2022.9831677)

Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Bordat, Alexandre (2022) Fusion of Radar Data Domains for Human Activity Recognition in Assisted Living. In: 14th International conference on Sensing Technology, Chennai, India, 17-19 Jan 2022, pp. 87-100. ISBN 9783030988852 (doi: 10.1007/978-3-030-98886-9_7)

Yang, Kai, Abbasi, Qammer H. ORCID logoORCID: https://orcid.org/0000-0002-7097-9969, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2022) Bespoke Simulator for Human Activity Classification with Bistatic Radar. In: 16th EAI International Conference on Body Area Networks (EAI BODYNETS 2021), Glasgow, UK, 25-26 Oct 2021, pp. 71-85. ISBN 9783030955922 (doi: 10.1007/978-3-030-95593-9_7)

Zhang, Xinyu, Abbasi, Qammer H. ORCID logoORCID: https://orcid.org/0000-0002-7097-9969, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2022) Elderly Care - Human Activity Recognition Using Radar with an Open Dataset and Hybrid Maps. In: 16th EAI International Conference on Body Area Networks (EAI BODYNETS 2021), Glasgow, UK, 25-26 Oct 2021, pp. 39-51. ISBN 9783030955922 (doi: 10.1007/978-3-030-95593-9_4)

2021

Guo, Jiaqi, Shu, Chang, Zhou, Yiyi, Wang, Kun, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2021) Complex Field-based Fusion Network for Human Activities Classification With Radar. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 68-73. ISBN 9781839535406 (doi: 10.1049/icp.2021.0572)

Jiang, Haoyang, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2021) Human Activity Classification Using Radar Signal and RNN Networks. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1595-1599. ISBN 9781839535406 (doi: 10.1049/icp.2021.0556)

Li, Zhenghui, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Zhang, Lei ORCID logoORCID: https://orcid.org/0000-0002-4767-3849, Romain, Olivier, He, Qian, Cui, Guolong and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2021) Multi-domains based Human Activity Classification in Radar. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1744-1749. ISBN 9781839535406 (doi: 10.1049/icp.2021.0557)

Li, Xingzhuo, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2021) Radar-Based Hierarchical Human Activity Classification. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1373-1379. ISBN 9781839535406 (doi: 10.1049/icp.2021.0566)

Zhou, Boyu, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Zhao, Zhiqin (2021) Interferometric Radar for Activity Recognition and Benchmarking in Different Radar Geometries. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1515-1520. ISBN 9781839535406 (doi: 10.1049/icp.2021.0571)

Centre National de la Recherche Scientifique (2021) Dispositif de caracterisation de l'actimetrie d'un sujet en temps reel = Device for Characterizing the Actimetry of a Subject in Real Time. .

Zhou, Boyu, Lin, Yier, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Zhao, Zhiqin (2021) Simulation framework for activity recognition and benchmarking in different radar geometries. IET Radar, Sonar and Navigation, 15(4), pp. 390-401. (doi: 10.1049/rsn2.12049)

Iloga, Sylvain, Bordat, Alexandre, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 and Romain, Olivier (2021) Human Activity Recognition based on acceleration data from smartphones using HMMs. IEEE Access, 9, pp. 139336-139351. (doi: 10.1109/ACCESS.2021.3117336)

Li, Zhenghui, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier, Zhang, Lei ORCID logoORCID: https://orcid.org/0000-0002-4767-3849 and Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903 (2021) A LSTM Approach to Short-Range Personnel Recognition Using Radar Signals. In: 2021 IEEE Radar Conference (RadarConf21), Atlanta, GA, USA, 7-14 May 2021, ISBN 9781728176093 (doi: 10.1109/RadarConf2147009.2021.9455218)

2020

Jia, Mu, Li, Shaoxuan, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093 and Romain, Olivier (2020) Human Activity Classification With Radar Signal Processing and Machine Learning. In: 5th International Conference on the UK-China Emerging Technologies (UCET 2020), Glasgow, UK, 20-21 Aug 2020, ISBN 9781728194882 (doi: 10.1109/UCET51115.2020.9205461)

Li, Shaoxuan, Jia, Mu, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093 and Romain, Olivier (2020) Elderly Care: Using Deep Learning for Multi-Domain Activity Classification. In: 5th International Conference on the UK-China Emerging Technologies (UCET 2020), Glasgow, UK, 20-21 Aug 2020, ISBN 9781728194882 (doi: 10.1109/UCET51115.2020.9205464)

Li, Xingzhuo, Li, Zhenghui, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2020) Hierarchical radar data analysis for activity and personnel recognition. Remote Sensing, 12(14), 2237. (doi: 10.3390/rs12142237)

This list was generated on Sun Jun 15 17:15:28 2025 BST.
Jump to: Articles | Conference Proceedings | Patents
Number of items: 21.

Articles

Yang, S. et al. (2023) The Human Activity Radar Challenge: benchmarking based on the ’Radar signatures of human activities’ dataset from Glasgow University. IEEE Journal of Biomedical and Health Informatics, 27(4), pp. 1813-1824. (doi: 10.1109/JBHI.2023.3240895)

Li, Zhenghui, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Abbasi, Qammer ORCID logoORCID: https://orcid.org/0000-0002-7097-9969, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903 and Romain, Olivier (2023) Radar-based human activity recognition with adaptive thresholding towards resource constrained platforms. Scientific Reports, 13, 3473. (doi: 10.1038/s41598-023-30631-x)

Zhou, Boyu, Lin, Yier, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Zhao, Zhiqin (2021) Simulation framework for activity recognition and benchmarking in different radar geometries. IET Radar, Sonar and Navigation, 15(4), pp. 390-401. (doi: 10.1049/rsn2.12049)

Iloga, Sylvain, Bordat, Alexandre, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 and Romain, Olivier (2021) Human Activity Recognition based on acceleration data from smartphones using HMMs. IEEE Access, 9, pp. 139336-139351. (doi: 10.1109/ACCESS.2021.3117336)

Li, Xingzhuo, Li, Zhenghui, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2020) Hierarchical radar data analysis for activity and personnel recognition. Remote Sensing, 12(14), 2237. (doi: 10.3390/rs12142237)

Conference Proceedings

Béranger, Claire, Bordat, Alexandre, Khelif, Mohamed Amine, Dobias, Petr, Vu, Ngoc-Son, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Guyard, David and Romain, Olivier (2024) Radar-Based Human Activity Acquisition, Classification and Recognition Towards Elderly Fall Prediction. In: 26th Euromicro Conference Series on Digital System Design (Euromicro DSD2023), Durres, Albania, 6-8 Sept 2023, pp. 95-102. ISBN 9798350344196 (doi: 10.1109/DSD60849.2023.00023)

Li, Zhenghui, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Abbasi, Qammer ORCID logoORCID: https://orcid.org/0000-0002-7097-9969 and Romain, Olivier (2023) Human Activity Classification with Adaptive Thresholding using Radar Micro-Doppler. In: 2021 CIE International Conference on Radar (CIE Radar 2021), Haikou, Hainan, China, 15 - 19 December 2021, ISBN 9781665468893 (doi: 10.1109/Radar53847.2021.10028630)

Bordat, Alexandre, Dobias, Petr, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Guyard, David and Romain, Olivier (2022) Towards Real-Time Implementation for the Pre-Processing of Radar-Based Human Activity Recognition. In: 2022 IEEE 31st International Symposium on Industrial Electronics (ISIE), Anchorage, AK, USA, 01-03 Jun 2022, pp. 635-638. ISBN 9781665482400 (doi: 10.1109/ISIE51582.2022.9831677)

Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Bordat, Alexandre (2022) Fusion of Radar Data Domains for Human Activity Recognition in Assisted Living. In: 14th International conference on Sensing Technology, Chennai, India, 17-19 Jan 2022, pp. 87-100. ISBN 9783030988852 (doi: 10.1007/978-3-030-98886-9_7)

Yang, Kai, Abbasi, Qammer H. ORCID logoORCID: https://orcid.org/0000-0002-7097-9969, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2022) Bespoke Simulator for Human Activity Classification with Bistatic Radar. In: 16th EAI International Conference on Body Area Networks (EAI BODYNETS 2021), Glasgow, UK, 25-26 Oct 2021, pp. 71-85. ISBN 9783030955922 (doi: 10.1007/978-3-030-95593-9_7)

Zhang, Xinyu, Abbasi, Qammer H. ORCID logoORCID: https://orcid.org/0000-0002-7097-9969, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2022) Elderly Care - Human Activity Recognition Using Radar with an Open Dataset and Hybrid Maps. In: 16th EAI International Conference on Body Area Networks (EAI BODYNETS 2021), Glasgow, UK, 25-26 Oct 2021, pp. 39-51. ISBN 9783030955922 (doi: 10.1007/978-3-030-95593-9_4)

Guo, Jiaqi, Shu, Chang, Zhou, Yiyi, Wang, Kun, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2021) Complex Field-based Fusion Network for Human Activities Classification With Radar. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 68-73. ISBN 9781839535406 (doi: 10.1049/icp.2021.0572)

Jiang, Haoyang, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2021) Human Activity Classification Using Radar Signal and RNN Networks. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1595-1599. ISBN 9781839535406 (doi: 10.1049/icp.2021.0556)

Li, Zhenghui, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Zhang, Lei ORCID logoORCID: https://orcid.org/0000-0002-4767-3849, Romain, Olivier, He, Qian, Cui, Guolong and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2021) Multi-domains based Human Activity Classification in Radar. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1744-1749. ISBN 9781839535406 (doi: 10.1049/icp.2021.0557)

Li, Xingzhuo, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Romain, Olivier and Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803 (2021) Radar-Based Hierarchical Human Activity Classification. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1373-1379. ISBN 9781839535406 (doi: 10.1049/icp.2021.0566)

Zhou, Boyu, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier and Zhao, Zhiqin (2021) Interferometric Radar for Activity Recognition and Benchmarking in Different Radar Geometries. In: IET International Radar Conference 2020, Chongqing City, China, 4-6 Nov 2020, pp. 1515-1520. ISBN 9781839535406 (doi: 10.1049/icp.2021.0571)

Li, Zhenghui, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093, Romain, Olivier, Zhang, Lei ORCID logoORCID: https://orcid.org/0000-0002-4767-3849 and Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903 (2021) A LSTM Approach to Short-Range Personnel Recognition Using Radar Signals. In: 2021 IEEE Radar Conference (RadarConf21), Atlanta, GA, USA, 7-14 May 2021, ISBN 9781728176093 (doi: 10.1109/RadarConf2147009.2021.9455218)

Jia, Mu, Li, Shaoxuan, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093 and Romain, Olivier (2020) Human Activity Classification With Radar Signal Processing and Machine Learning. In: 5th International Conference on the UK-China Emerging Technologies (UCET 2020), Glasgow, UK, 20-21 Aug 2020, ISBN 9781728194882 (doi: 10.1109/UCET51115.2020.9205461)

Li, Shaoxuan, Jia, Mu, Le Kernec, Julien ORCID logoORCID: https://orcid.org/0000-0003-2124-6803, Yang, Shufan ORCID logoORCID: https://orcid.org/0000-0003-0531-2903, Fioranelli, Francesco ORCID logoORCID: https://orcid.org/0000-0001-8254-8093 and Romain, Olivier (2020) Elderly Care: Using Deep Learning for Multi-Domain Activity Classification. In: 5th International Conference on the UK-China Emerging Technologies (UCET 2020), Glasgow, UK, 20-21 Aug 2020, ISBN 9781728194882 (doi: 10.1109/UCET51115.2020.9205464)

Patents

CY Cergy Paris Université (2023) Method and Device for Human Activity Classification Using Radar Micro Doppler and Phase. .

Centre National de la Recherche Scientifique (2021) Dispositif de caracterisation de l'actimetrie d'un sujet en temps reel = Device for Characterizing the Actimetry of a Subject in Real Time. .

This list was generated on Sun Jun 15 17:15:28 2025 BST.