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François Clémentine

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Main Referenced Co-authors
Verly, Jacques  (27)
Wertz, Jérôme  (15)
Langohr, Thomas  (9)
Hoyoux, Thomas  (6)
Kirkove, Murielle  (6)
Main Referenced Keywords
drowsiness (4); Drowsiness (3); somnolence (3); Adaptive filtering (2); driving simulator (2);
Main Referenced Disciplines
Engineering, computing & technology: Multidisciplinary, general & others (18)
Electrical & electronics engineering (6)
Neurology (5)
Theoretical & cognitive psychology (4)
Human health sciences: Multidisciplinary, general & others (3)

Publications (total 28)

The most downloaded
3910 downloads
Massoz, Q., Langohr, T., François, C., & Verly, J. (2016). The ULg Multimodality Drowsiness Database (called DROZY) and examples of use. In Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). doi:10.1109/WACV.2016.7477715 https://hdl.handle.net/2268/191620

The most cited

77 citations (Scopus®)

Massoz, Q., Langohr, T., François, C., & Verly, J. (2016). The ULg Multimodality Drowsiness Database (called DROZY) and examples of use. In Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). doi:10.1109/WACV.2016.7477715 https://hdl.handle.net/2268/191620

François, C. (2018). Development and validation of algorithms for automatic and real-time characterization of drowsiness [Doctoral thesis, ULiège - Université de Liège]. ORBi-University of Liège. https://orbi.uliege.be/handle/2268/228889

François, C., Wertz, J., & Verly, J. (11 October 2017). Relationship between brain activity and ocular movements during wakefulness and drowsiness [Poster presentation]. A Joint Congress of Association of Sleep Medicine and World Sleep Federation (World Sleep), Prague, Czechia.

François, C., Massoz, Q., Hoyoux, T., Wertz, J., & Verly, J. (March 2017). First adaptation of a validated drowsiness monitoring system to process face images instead of eye images [Paper presentation]. 10th International Conference on Managing Fatigue, San Diego, United States - California.

François, C., Hoyoux, T., Langohr, T., Wertz, J., & Verly, J. (16 September 2016). Objective drowsiness monitoring to assess fitness for duty [Poster presentation]. 23rd Congress of the European Sleep Research Society, Bologna, Italy.

François, C., Bosch, V., Massoz, Q., Fortemps de Loneux, B., Poirrier, R., & Verly, J. (22 February 2016). Development of an automated reference approach for quantifying drowsiness using polysomnographic signals [Paper presentation]. International Symposium on Somnolence and Safety (SomnoSafe 2016), Brussels, Belgium.

François, C., Hoyoux, T., Langohr, T., Wertz, J., & Verly, J. (2016). Tests of a new drowsiness characterization and monitoring system based on ocular parameters. International Journal of Environmental Research and Public Health. doi:10.3390/ijerph13020174
Peer Reviewed verified by ORBi

Massoz, Q., Langohr, T., François, C., & Verly, J. (2016). The ULg Multimodality Drowsiness Database (called DROZY) and examples of use. In Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). doi:10.1109/WACV.2016.7477715
Peer reviewed

François, C., Bosch, V., Massoz, Q., Fortemps de Loneux, B., POIRRIER, R., & Verly, J. (03 November 2015). Development and validation of an automatic reference polysomnographic system for quantifying drowsiness [Poster presentation]. The 7th World Congress of the World Sleep Federation (Worldsleep 2015), Istanbul, Turkey.

François, C., Hoyoux, T., Langohr, T., Wertz, J., & Verly, J. (30 July 2015). Test of a new drowsiness monitoring system based on ocular parameters [Paper presentation]. 6th International Conference on Applied Human Factors and Ergonomics, Las Vegas, United States.

Berastegui, P., Piette, C., François, C., Langohr, T., Blavier, A., Wertz, J., Verly, J., & Nyssen, A.-S. (29 July 2015). How novice and expert drivers adjust their driving behavior when they feel drowsy? [Poster presentation]. 6th International Conference on Applied Human Factors and Ergonomics.

François, C., Langohr, T., Hoyoux, T., Wertz, J., & Verly, J. (24 March 2015). Test of a new drowsiness monitoring system based on images of the eye [Paper presentation]. 9th International Conference on Managing Fatigue, Perth, Australia.

François, C., Marchat, J., Latour, P., Wertz, J., Poirrier, R., & Verly, J. (17 September 2014). Comparison of the levels of drowsiness obtained via a new photooculography-based drowsiness scale and via a simple variation of the Karolinska Drowsiness Scale (KDS) [Poster presentation]. 22nd Congress of the European Sleep Research Society, Tallinn, Estonia.

François, C., Wertz, J., Kirkove, M., & Verly, J. (2014). Evaluation of the performance of an experimental somnolence quantification system in terms of reaction times and lapses. Conference Proceedings: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. doi:10.1109/EMBC.2014.6944951
Peer reviewed

Wertz, J., François, C., & Verly, J. (July 2014). Validation of a new automatic drowsiness quantification system for drivers [Poster presentation]. 5th International Conference on Applied Human Factors and Ergonomics (AHFE), Krakow, Poland.

François, C., Wertz, J., & Verly, J. (17 June 2014). Prevalidation of a new drowsiness quantification system based on ocular parameters using polysomnography and performance measures [Poster presentation]. Biomedica 2014, Maastricht, Netherlands.

Blavier, A., Montagnino, C., Wertz, J., François, C., Verly, J., & Nyssen, A.-S. (27 May 2014). Detection of eye movements specific to drowsiness and their relation with subjective assessment: A cognitive ergonomic approach [Paper presentation]. Annual Meeting of the Belgian Psychological Society, Leuven, Belgium.

Verly, J., François, C., & Wertz, J. (2014). Stay vigilant! Real-time monitoring of the state of vigilance and drowsiness of an operator such as a driver or a pilot.

Kermi, S., Kirkove, M., François, C., & Verly, J. (24 February 2014). Study of supervised machine learning techniques to classify subjects as alert, drowsy, or other based on ocular parameters extracted from images of the eye [Paper presentation]. SomnoSafe 2014, Bruxelles, Belgium.

François, C., Wertz, J., Grogna, D., Hoyoux, T., Langohr, T., Latour, P., Kirkove, M., & Verly, J. (24 February 2014). Preliminary evaluation of an experimental somnolence quantification system based on images of the eye [Paper presentation]. SomnoSafe 2014, Bruxelles, Belgium.

Blavier, A., Montagnino, C., Wertz, J., François, C., Verly, J., & Nyssen, A.-S. (24 February 2014). Detection of eye movements specific to drowsiness and their relation with subjective assessment of sleepiness in PVT: A cognitive ergonomic approach [Paper presentation]. SomnoSafe 2014, International Symposium on Somnolence and Safety, Brussels, Belgium.

Kirkove, M., François, C., & Verly, J. (2014). Comparative evaluation of existing and new methods for correcting ocular artifacts in electroencephalographic recordings. Signal Processing, 98 (C), 102-120. doi:10.1016/j.sigpro.2013.11.015
Peer Reviewed verified by ORBi

Wertz, J., François, C., & Verly, J. (13 December 2013). Drowsiness monitoring for road safety [Paper presentation]. Platerforme de recherche en matière de sécurité routière, Bruxelles, Belgium.

François, C., Kirkove, M., Wertz, J., Langohr, T., POIRRIER, R., & Verly, J. (March 2013). Development of an automatic reference system for directly quantifying drowsiness from a few polysomnographic signals [Poster presentation]. Sleep Health & Safety 2013, Washington DC, United States.

Kirkove, M., François, C., Libotte, A., & Verly, J. (February 2013). Performance evaluation of methods for correcting ocular artifacts in electroencephalographic (EEG) recordings [Paper presentation]. 6th International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2013), Barcelona, Spain.

Wertz, J., François, C., & Verly, J. (09 November 2012). Monitoring de la somnolence [Paper presentation]. 9ème appel à projets de Logistics in Wallonia !, Belgium.

François, C., Wertz, J., Langohr, T., Blavier, A., Poirrier, R., Grogna, D., & Verly, J. (05 October 2012). Experimental design for a study of drowsiness using a driving simulator [Poster presentation]. Sleep Well - Live Well, Bruxelles, Belgium.

Wertz, J., François, C., & Verly, J. (19 March 2012). Drowsiness monitoring: a matter of life and death ! [Paper presentation]. Biomedica 2012, Liège, Belgium.

François, C., Wertz, J., & Verly, J. (2012). Development of an automatic drowsiness monitoring system based on EEG and EOG signals, and preliminary tests in a professional driving simulator [Poster presentation]. Biomedica 2012 - Where Science & Business meet.

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