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Franck Mars

Directeur de Recherche au CNRS
19
Documents
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Présentation

### Research domain Perception and action in the context of human-machine systems ### Research activities and interests My general interests concerns the design of technological systems based on the understanding of human behavior, with an emphasis on perceptual and motor processes and how those processes interacts with higher cognitive functions. I favor a interdisciplinary approach at the crossroads of experimental psychology, neuroscience, cognitive ergonomics and engineering sciences. This is achieved inside and outside IRCCyN through active collaboration with the teams speciallized in control theory, robotics and signal processing. External collaborations involve various academic institutions, but also a well-established industrial partnership with Renault, PSA, Oktal, Clarte, Aerolia, EADS and Airbus. A large part of my recent work has been dealing with the sensorimotor and cognitive processes involved in the control of car trajectory. This involves studies on the visual control of steering (including gaze behavior analysis),cybernetic driver modelling, the design of automatic driving assistance systems and the evaluation of human-machine cooperation. Previous research mainly concerned the perception of self-orientation in aeronautics and the control of goal-directed arm movements. This was done through the manipulation of visual, vestibular and proprioceptive sensory cues. More recently, I became interested in collaborative virtual reality and the use of ecological interface design for the supervision of dynamic manufacturing processes.
### Research domain Perception and action in the context of human-machine systems ### Research activities and interests My general interests concerns the design of technological systems based on the understanding of human behavior, with an emphasis on perceptual and motor processes and how those processes interacts with higher cognitive functions. I favor a interdisciplinary approach at the crossroads of experimental psychology, neuroscience, cognitive ergonomics and engineering sciences. This is achieved inside and outside IRCCyN through active collaboration with the teams speciallized in control theory, robotics and signal processing. External collaborations involve various academic institutions, but also a well-established industrial partnership with Renault, PSA, Oktal, Clarte, Aerolia, EADS and Airbus. A large part of my recent work has been dealing with the sensorimotor and cognitive processes involved in the control of car trajectory. This involves studies on the visual control of steering (including gaze behavior analysis),cybernetic driver modelling, the design of automatic driving assistance systems and the evaluation of human-machine cooperation. Previous research mainly concerned the perception of self-orientation in aeronautics and the control of goal-directed arm movements. This was done through the manipulation of visual, vestibular and proprioceptive sensory cues. More recently, I became interested in collaborative virtual reality and the use of ecological interface design for the supervision of dynamic manufacturing processes.

Publications

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Impact of the driver's visual engagement on situation awareness and takeover quality

Paul Marti , Christophe Jallais , Arnaud Koustanaï , Anne Guillaume , Franck Mars
Transportation Research Part F: Traffic Psychology and Behaviour, 2022, 87, pp.391-402. ⟨10.1016/j.trf.2022.04.018⟩
Article dans une revue hal-03665618v1
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Obstacle avoidance in highly automated cars: can progressive haptic shared control make it safer and smoother?

Béatrice Pano , Philippe Chevrel , Fabien Claveau , Chouki Sentouh , Franck Mars
IEEE Transactions on Human-Machine Systems, 2022, 52 (4), pp.547-556. ⟨10.1109/THMS.2022.3155370⟩
Article dans une revue hal-03631149v1
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Model-based estimation of the state of vehicle automation as derived from the driver’s spontaneous visual strategies

Damien Schnebelen , Camilo Charron , Franck Mars
Journal of Eye Movement Research, 2021, 12 (3), pp.10. ⟨10.16910/jemr.12.3.10⟩
Article dans une revue hal-03142031v1
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Estimating the out-of-the-loop phenomenon from visual strategies during highly automated driving

Damien Schnebelen , Camilo Charron , Franck Mars
Accident Analysis & Prevention, 2020, 148, pp.105776. ⟨10.1016/j.aap.2020.105776⟩
Article dans une revue hal-02962111v1
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Looking at the Road When Driving Around Bends: Influence of Vehicle Automation and Speed

Damien Schnebelen , Otto Lappi , Callum Mole , Jami Pekkanen , Franck Mars
Frontiers in Psychology, 2019, 10, pp.1699. ⟨10.3389/fpsyg.2019.01699⟩
Article dans une revue hal-02266546v1
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Getting Back Into the Loop: The Perceptual-Motor Determinants of Successful Transitions out of Automated Driving

Callum Mole , Otto Lappi , Oscar Giles , Gustav Markkula , Franck Mars
Human Factors, 2019, 61 (7), pp.1037- 1065. ⟨10.1177/0018720819829594⟩
Article dans une revue hal-02108005v1

Evolution of mind wandering while driving with different levels of vehicle automation

Paul Marti , Camilo Charron , Damien Schnebelen , Christophe Jallais , Anne Guillaume
7th International Symposium on Future Active Safety Technology toward zero traffic accidents (FAST-zero’23), Nov 2023, Kanazawa, Japan. pp.Fri-PM1-B-5
Communication dans un congrès hal-04300842v1
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A User-Centered Approach to Adapt the Human-Machine Cooperation Strategy in Autonomous Driving

Stéphanie Coeugnet , Franck Mars , Mercedes Bueno , Chouki Sentouh , Jean-Christophe Popieul
21st Congress of the International Ergonomics Association (IEA 2021), Jun 2021, VANCOUVER, Canada. pp. 600-606, ⟨10.1007/978-3-030-74608-7_73⟩
Communication dans un congrès hal-03228345v1
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Impact of the driver's visual engagement and situation awareness on takeover quality

Paul Marti , Christophe Jallais , Arnaud Koustanai , Anne Guillaume , Franck Mars
7th International Conference on Driver Distraction and Inattention (DDI2021), Oct 2021, LYON, France. 5 p
Communication dans un congrès hal-03388322v1
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Effect of driver's distraction on gaze behaviour, mental workload and takeover quality

Paul Marti , Christophe Jallais , Arnaud Koustanai , Anne Guillaume , Franck Mars
Driving Simulation Conference Europe 2021 VR, Sep 2021, MUNICH, Germany. pp.99-106
Communication dans un congrès hal-03343285v1
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Approach used to merge the different driver monitoring diagnostics in the AutoConduct project

Hélène Tattegrain , Stephanie Coeugnet , Martin Petrov , Franck Mars , Xuguang Wang
7th International Conference on Driver Distraction and Inattention (DDI2021), Oct 2021, Lyon, France. pp.93-95
Communication dans un congrès hal-03388338v1
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Systematic H2 /H∞ haptic shared control synthesis for cars, parameterized by sharing level

Béatrice Pano , Fabien Claveau , Philippe Chevrel , Chouki Sentouh , Franck Mars
SMC 2020: IEEE International Conference on Systems, Man, and Cybernetics, Oct 2020, Toronto, Canada. ⟨10.1109/SMC42975.2020.9283441⟩
Communication dans un congrès hal-02929610v1
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Driver Model Validation through Interaction with Varying Levels of Haptic Guidance

Yishen Zhao , Béatrice Pano , Philippe Chevrel , Fabien Claveau , Franck Mars
SMC 2020: IEEE International Conference on Systems, Man, and Cybernetics, Oct 2020, Toronto, Canada. ⟨10.1109/SMC42975.2020.9283382⟩
Communication dans un congrès hal-02929636v1
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Shared Control Based on an Ecological Feedforward and a Driver Model Based Feedback

Béatrice Pano , Yishen Zhao , Philippe Chevrel , Fabien Claveau , Franck Mars
9th IFAC International Symposium on Advances in Automotive Control, Jun 2019, Orléans, France. pp.385-392, ⟨10.1016/j.ifacol.2019.09.062⟩
Communication dans un congrès hal-02110825v1
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Stratégies visuelles des conducteurs en virage selon le degré d'automatisation et la vitesse du véhicule

Damien Schnebelen , Otto Lappi , Callum Mole , Franck Mars
10ème colloque de Psychologie Ergonomique (EPIQUE 2019), Jul 2019, Lyon, France. pp.66-71
Communication dans un congrès hal-02294211v1

Predicting self-assessment of the out-of-the-loop phenomenon from visual strategies during highly automated driving

Damien Schnebelen , Camilo Charron , Franck Mars
Human Factors and Ergonomics Society Europe Chapter Annual Meeting 2019, Oct 2019, Nantes, France. pp.29-39
Communication dans un congrès hal-02308393v1

Une assistance anticipatrice et compensatrice pour la commande haptique partagée de la direction d’un véhicule

Béatrice Pano , Philippe Chevrel , Fabien Claveau , Franck Mars
3ème Journées de l'Automatique du GdR MACS, Nov 2018, Nantes, France
Communication dans un congrès hal-01954355v1

Gaze behavior as a function of vehicle automation and speed

Damien Schnebelen , Otto Lappi , Franck Mars
The Eye, The Brain & The Auto - 8th World Research Congress on Vision and Driving, Oct 2018, Detroit, United States
Communication dans un congrès hal-01954317v1

Livrable 5.5 : Rapport d'évaluation et recommandations

Aïsha Sahaï , Mercedes Bueno , Jessy Barre , Franck Mars , Chouki Sentouh
[Rapport de recherche] LAMIH, Université Polytechnique des Hauts-de-France. 2021
Rapport hal-03420428v1