Slide
Centre Interdisciplinaire
de Recherche et d’Innovation
en Cybersécurité et Société
de Recherche et d’Innovation
en Cybersécurité et Société
1.
Dang, L. B.; Truong, V. Tuan; Le, L. B.; Falk, T. H.
EM-Auth: A Generalizable Eye-Movement Authentication Framework using Event Cameras Proceedings Article
In: IEEE Conf. Artif. Intell., CAI, pp. 2064–2069, Institute of Electrical and Electronics Engineers Inc., 2026, ISBN: 979-833156039-3 (ISBN), (Journal Abbreviation: IEEE Conf. Artif. Intell., CAI).
Abstract | Links | BibTeX | Tags: augmented reality, Authentication, Cameras, Convolutional neural networks, Data privacy, Eye movement patterns, Eye movements, eye tracking, Eye-tracking, Frame-based, High power consumption, Neuromorphic vision sensors, Power potential, Privacy concerns, Temporal resolution, Transfer learning, User authentication, Virtual and augmented reality, virtual reality
@inproceedings{dangEMAuthGeneralizableEyeMovement2026,
title = {EM-Auth: A Generalizable Eye-Movement Authentication Framework using Event Cameras},
author = {L. B. Dang and V. Tuan Truong and L. B. Le and T. H. Falk},
url = {https://www.scopus.com/pages/publications/105042114237?origin=resultslist},
doi = {10.1109/CAI68641.2026.11536355},
isbn = {979-833156039-3 (ISBN)},
year = {2026},
date = {2026-01-01},
booktitle = {IEEE Conf. Artif. Intell., CAI},
pages = {2064–2069},
publisher = {Institute of Electrical and Electronics Engineers Inc.},
abstract = {With the rapid emergence of virtual and augmented reality (VR/AR) head-mounted devices that closely interact with users' eyes, eye-tracking-based applications are becoming increasingly promising. Among them, eye movement patterns have emerged as a reliable biometric modality for user authentication. However, existing solutions based on conventional frame-based cameras face significant limitations, including low temporal resolution, high latency, high power consumption, and potential privacy concerns due to the detailed appearance captured around the eyes. To address these challenges, we propose EM-Auth, a novel framework for eye-tracking-based user authentication that leverages event cameras, a type of neuromorphic vision sensor providing asynchronous, high-temporal-resolution data, while preserving user privacy. Our method introduces a two-stage spatiotemporal feature extraction pipeline: first, a lightweight convolutional neural network (CNN) extracts spatial features from event streams; second, a transformer-based module models the temporal dependencies to generate robust eye representations. Extensive experiments show that our framework significantly outperforms existing state-of-the-art (SOTA) methods, achieving 0.008 and 0.015 equal error rates (EERs) on two representative datasets. Notably, EM-Auth demonstrates a strong generalization capability. In a zero-shot setting where the model is trained on a specific dataset and evaluated on previously unseen users, our approach achieves authentication accuracies of 98.4% and 95.9% on the EV-Eye and EBV-Eye datasets, respectively. Under cross-dataset evaluation, our framework achieves an authentication accuracy of nearly 85% without additional fine-tuning, and consistently improves performance through transfer learning. © 2026 IEEE.},
note = {Journal Abbreviation: IEEE Conf. Artif. Intell., CAI},
keywords = {augmented reality, Authentication, Cameras, Convolutional neural networks, Data privacy, Eye movement patterns, Eye movements, eye tracking, Eye-tracking, Frame-based, High power consumption, Neuromorphic vision sensors, Power potential, Privacy concerns, Temporal resolution, Transfer learning, User authentication, Virtual and augmented reality, virtual reality},
pubstate = {published},
tppubtype = {inproceedings}
}
With the rapid emergence of virtual and augmented reality (VR/AR) head-mounted devices that closely interact with users' eyes, eye-tracking-based applications are becoming increasingly promising. Among them, eye movement patterns have emerged as a reliable biometric modality for user authentication. However, existing solutions based on conventional frame-based cameras face significant limitations, including low temporal resolution, high latency, high power consumption, and potential privacy concerns due to the detailed appearance captured around the eyes. To address these challenges, we propose EM-Auth, a novel framework for eye-tracking-based user authentication that leverages event cameras, a type of neuromorphic vision sensor providing asynchronous, high-temporal-resolution data, while preserving user privacy. Our method introduces a two-stage spatiotemporal feature extraction pipeline: first, a lightweight convolutional neural network (CNN) extracts spatial features from event streams; second, a transformer-based module models the temporal dependencies to generate robust eye representations. Extensive experiments show that our framework significantly outperforms existing state-of-the-art (SOTA) methods, achieving 0.008 and 0.015 equal error rates (EERs) on two representative datasets. Notably, EM-Auth demonstrates a strong generalization capability. In a zero-shot setting where the model is trained on a specific dataset and evaluated on previously unseen users, our approach achieves authentication accuracies of 98.4% and 95.9% on the EV-Eye and EBV-Eye datasets, respectively. Under cross-dataset evaluation, our framework achieves an authentication accuracy of nearly 85% without additional fine-tuning, and consistently improves performance through transfer learning. © 2026 IEEE.
2.
Gingras, F.; Estéphan, A.; Fiset, D.; Lingnan, H.; Caldara, R.; Blais, C.
Differences in eye movements for face recognition between Canadian and Chinese participants are not modulated by social orientation Journal Article
In: PLoS ONE, vol. 18, no. 12 December, 2023, ISSN: 19326203 (ISSN), (Publisher: Public Library of Science).
Abstract | Links | BibTeX | Tags: adult, article, Asian, Asian People, Canada, Canadian, China, Chinese, clinical article, Diagnosis, East Asian, eye movement, Eye movements, Facial Recognition, female, human, human experiment, Humans, male, North American, Orientation, questionnaire, social value, vision
@article{gingras_differences_2023,
title = {Differences in eye movements for face recognition between Canadian and Chinese participants are not modulated by social orientation},
author = {F. Gingras and A. Estéphan and D. Fiset and H. Lingnan and R. Caldara and C. Blais},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179766751&doi=10.1371%2fjournal.pone.0295256&partnerID=40&md5=34499ca3a094ccf3937f07a1fb177c82},
doi = {10.1371/journal.pone.0295256},
issn = {19326203 (ISSN)},
year = {2023},
date = {2023-01-01},
journal = {PLoS ONE},
volume = {18},
number = {12 December},
publisher = {Public Library of Science},
abstract = {Face recognition strategies do not generalize across individuals. Many studies have reported robust cultural differences between West Europeans/North Americans and East Asians in eye movement strategies during face recognition. The social orientation hypothesis posits that individualistic vs. collectivistic (IND/COL) value systems, respectively defining West European/North American and East Asian societies, would be at the root of many cultural differences in visual perception. Whether social orientation is also responsible for such cultural contrast in face recognition remains to be clarified. To this aim, we conducted two experiments with West European/North American and Chinese observers. In Experiment 1, we probed the existence of a link between IND/COL social values and eye movements during face recognition, by using an IND/COL priming paradigm. In Experiment 2, we dissected the latter relationship in greater depth, by using two IND/COL questionnaires, including subdimensions to those concepts. In both studies, cultural differences in fixation patterns were revealed between West European/North American and East Asian observers. Priming IND/ COL values did not modulate eye movement visual sampling strategies, and only specific subdimensions of the IND/COL questionnaires were associated with distinct eye-movement patterns. Altogether, we show that the typical contrast between IND/COL cannot fully account for cultural differences in eye movement strategies for face recognition. Cultural differences in eye movements for faces might originate from mechanisms distinct from social orientation. © 2023 Gingras et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.},
note = {Publisher: Public Library of Science},
keywords = {adult, article, Asian, Asian People, Canada, Canadian, China, Chinese, clinical article, Diagnosis, East Asian, eye movement, Eye movements, Facial Recognition, female, human, human experiment, Humans, male, North American, Orientation, questionnaire, social value, vision},
pubstate = {published},
tppubtype = {article}
}
Face recognition strategies do not generalize across individuals. Many studies have reported robust cultural differences between West Europeans/North Americans and East Asians in eye movement strategies during face recognition. The social orientation hypothesis posits that individualistic vs. collectivistic (IND/COL) value systems, respectively defining West European/North American and East Asian societies, would be at the root of many cultural differences in visual perception. Whether social orientation is also responsible for such cultural contrast in face recognition remains to be clarified. To this aim, we conducted two experiments with West European/North American and Chinese observers. In Experiment 1, we probed the existence of a link between IND/COL social values and eye movements during face recognition, by using an IND/COL priming paradigm. In Experiment 2, we dissected the latter relationship in greater depth, by using two IND/COL questionnaires, including subdimensions to those concepts. In both studies, cultural differences in fixation patterns were revealed between West European/North American and East Asian observers. Priming IND/ COL values did not modulate eye movement visual sampling strategies, and only specific subdimensions of the IND/COL questionnaires were associated with distinct eye-movement patterns. Altogether, we show that the typical contrast between IND/COL cannot fully account for cultural differences in eye movement strategies for face recognition. Cultural differences in eye movements for faces might originate from mechanisms distinct from social orientation. © 2023 Gingras et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
3.
Gingras, F.; Estéphan, A.; Fiset, D.; Lingnan, H.; Caldara, R.; Blais, C.
Differences in eye movements for face recognition between Canadian and Chinese participants are not modulated by social orientation Journal Article
In: PLoS ONE, vol. 18, no. 12 December, 2023, ISSN: 19326203 (ISSN).
Abstract | Links | BibTeX | Tags: adult, article, Asian, Asian People, Canada, Canadian, China, Chinese, clinical article, Diagnosis, East Asian, eye movement, Eye movements, Facial Recognition, female, human, human experiment, Humans, male, North American, Orientation, questionnaire, social value, vision
@article{gingrasDifferencesEyeMovements2023,
title = {Differences in eye movements for face recognition between Canadian and Chinese participants are not modulated by social orientation},
author = {F. Gingras and A. Estéphan and D. Fiset and H. Lingnan and R. Caldara and C. Blais},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85179766751&doi=10.1371%2fjournal.pone.0295256&partnerID=40&md5=34499ca3a094ccf3937f07a1fb177c82},
doi = {10.1371/journal.pone.0295256},
issn = {19326203 (ISSN)},
year = {2023},
date = {2023-01-01},
journal = {PLoS ONE},
volume = {18},
number = {12 December},
publisher = {Public Library of Science},
abstract = {Face recognition strategies do not generalize across individuals. Many studies have reported robust cultural differences between West Europeans/North Americans and East Asians in eye movement strategies during face recognition. The social orientation hypothesis posits that individualistic vs. collectivistic (IND/COL) value systems, respectively defining West European/North American and East Asian societies, would be at the root of many cultural differences in visual perception. Whether social orientation is also responsible for such cultural contrast in face recognition remains to be clarified. To this aim, we conducted two experiments with West European/North American and Chinese observers. In Experiment 1, we probed the existence of a link between IND/COL social values and eye movements during face recognition, by using an IND/COL priming paradigm. In Experiment 2, we dissected the latter relationship in greater depth, by using two IND/COL questionnaires, including subdimensions to those concepts. In both studies, cultural differences in fixation patterns were revealed between West European/North American and East Asian observers. Priming IND/ COL values did not modulate eye movement visual sampling strategies, and only specific subdimensions of the IND/COL questionnaires were associated with distinct eye-movement patterns. Altogether, we show that the typical contrast between IND/COL cannot fully account for cultural differences in eye movement strategies for face recognition. Cultural differences in eye movements for faces might originate from mechanisms distinct from social orientation. © 2023 Gingras et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.},
keywords = {adult, article, Asian, Asian People, Canada, Canadian, China, Chinese, clinical article, Diagnosis, East Asian, eye movement, Eye movements, Facial Recognition, female, human, human experiment, Humans, male, North American, Orientation, questionnaire, social value, vision},
pubstate = {published},
tppubtype = {article}
}
Face recognition strategies do not generalize across individuals. Many studies have reported robust cultural differences between West Europeans/North Americans and East Asians in eye movement strategies during face recognition. The social orientation hypothesis posits that individualistic vs. collectivistic (IND/COL) value systems, respectively defining West European/North American and East Asian societies, would be at the root of many cultural differences in visual perception. Whether social orientation is also responsible for such cultural contrast in face recognition remains to be clarified. To this aim, we conducted two experiments with West European/North American and Chinese observers. In Experiment 1, we probed the existence of a link between IND/COL social values and eye movements during face recognition, by using an IND/COL priming paradigm. In Experiment 2, we dissected the latter relationship in greater depth, by using two IND/COL questionnaires, including subdimensions to those concepts. In both studies, cultural differences in fixation patterns were revealed between West European/North American and East Asian observers. Priming IND/ COL values did not modulate eye movement visual sampling strategies, and only specific subdimensions of the IND/COL questionnaires were associated with distinct eye-movement patterns. Altogether, we show that the typical contrast between IND/COL cannot fully account for cultural differences in eye movement strategies for face recognition. Cultural differences in eye movements for faces might originate from mechanisms distinct from social orientation. © 2023 Gingras et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
4.
Estéphan, A.; Fiset, D.; Saumure, C.; Plouffe-Demers, M. -P.; Zhang, Y.; Sun, D.; Blais, C.
Time course of cultural differences in spatial frequency use for face identification Journal Article
In: Scientific Reports, vol. 8, no. 1, 2018, ISSN: 20452322, (Publisher: Nature Publishing Group).
Abstract | Links | BibTeX | Tags: adult, article, Asian Continental Ancestry Group, attention, Canada, Caucasian, European Continental Ancestry Group, eye movement, Eye movements, Facial Recognition, female, financial management, human, human experiment, Humans, male, Pattern Recognition, physiology, stimulus, Visual, visual information, Young Adult
@article{estephan_time_2018,
title = {Time course of cultural differences in spatial frequency use for face identification},
author = {A. Estéphan and D. Fiset and C. Saumure and M. -P. Plouffe-Demers and Y. Zhang and D. Sun and C. Blais},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041296131&doi=10.1038%2fs41598-018-19971-1&partnerID=40&md5=b9e70f2d9ac7c641171bd6e450316846},
doi = {10.1038/s41598-018-19971-1},
issn = {20452322},
year = {2018},
date = {2018-01-01},
journal = {Scientific Reports},
volume = {8},
number = {1},
publisher = {Nature Publishing Group},
abstract = {Several previous studies of eye movements have put forward that, during face recognition, Easterners spread their attention across a greater part of their visual field than Westerners. Recently, we found that culture's effect on the perception of faces reaches mechanisms deeper than eye movements, therefore affecting the very nature of information sampled by the visual system: That is, Westerners globally rely more than Easterners on fine-grained visual information (i.e. high spatial frequencies; SFs), whereas Easterners rely more on coarse-grained visual information (i.e. low SFs). These findings suggest that culture influences basic visual processes; however, the temporal onset and dynamics of these culturespecific perceptual differences are still unknown. Here, we investigate the time course of SF use in Western Caucasian (Canadian) and East Asian (Chinese) observers during a face identification task. Firstly, our results confirm that Easterners use relatively lower SFs than Westerners, while the latter use relatively higher SFs. More importantly, our results indicate that these differences arise as early as 34 ms after stimulus onset, and remain stable through time. Our research supports the hypothesis that Westerners and Easterners initially rely on different types of visual information during face processing. © The Author(s) 2018.},
note = {Publisher: Nature Publishing Group},
keywords = {adult, article, Asian Continental Ancestry Group, attention, Canada, Caucasian, European Continental Ancestry Group, eye movement, Eye movements, Facial Recognition, female, financial management, human, human experiment, Humans, male, Pattern Recognition, physiology, stimulus, Visual, visual information, Young Adult},
pubstate = {published},
tppubtype = {article}
}
Several previous studies of eye movements have put forward that, during face recognition, Easterners spread their attention across a greater part of their visual field than Westerners. Recently, we found that culture's effect on the perception of faces reaches mechanisms deeper than eye movements, therefore affecting the very nature of information sampled by the visual system: That is, Westerners globally rely more than Easterners on fine-grained visual information (i.e. high spatial frequencies; SFs), whereas Easterners rely more on coarse-grained visual information (i.e. low SFs). These findings suggest that culture influences basic visual processes; however, the temporal onset and dynamics of these culturespecific perceptual differences are still unknown. Here, we investigate the time course of SF use in Western Caucasian (Canadian) and East Asian (Chinese) observers during a face identification task. Firstly, our results confirm that Easterners use relatively lower SFs than Westerners, while the latter use relatively higher SFs. More importantly, our results indicate that these differences arise as early as 34 ms after stimulus onset, and remain stable through time. Our research supports the hypothesis that Westerners and Easterners initially rely on different types of visual information during face processing. © The Author(s) 2018.
5.
Estéphan, A.; Fiset, D.; Saumure, C.; Plouffe-Demers, M. -P.; Zhang, Y.; Sun, D.; Blais, C.
Time course of cultural differences in spatial frequency use for face identification Journal Article
In: Scientific Reports, vol. 8, no. 1, 2018, ISSN: 20452322.
Abstract | Links | BibTeX | Tags: adult, article, Asian Continental Ancestry Group, attention, Canada, Caucasian, European Continental Ancestry Group, eye movement, Eye movements, Facial Recognition, female, financial management, human, human experiment, Humans, male, Pattern Recognition, physiology, stimulus, Visual, visual information, Young Adult
@article{estephanTimeCourseCultural2018,
title = {Time course of cultural differences in spatial frequency use for face identification},
author = {A. Estéphan and D. Fiset and C. Saumure and M. -P. Plouffe-Demers and Y. Zhang and D. Sun and C. Blais},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041296131&doi=10.1038%2fs41598-018-19971-1&partnerID=40&md5=b9e70f2d9ac7c641171bd6e450316846},
doi = {10.1038/s41598-018-19971-1},
issn = {20452322},
year = {2018},
date = {2018-01-01},
journal = {Scientific Reports},
volume = {8},
number = {1},
publisher = {Nature Publishing Group},
abstract = {Several previous studies of eye movements have put forward that, during face recognition, Easterners spread their attention across a greater part of their visual field than Westerners. Recently, we found that culture's effect on the perception of faces reaches mechanisms deeper than eye movements, therefore affecting the very nature of information sampled by the visual system: That is, Westerners globally rely more than Easterners on fine-grained visual information (i.e. high spatial frequencies; SFs), whereas Easterners rely more on coarse-grained visual information (i.e. low SFs). These findings suggest that culture influences basic visual processes; however, the temporal onset and dynamics of these culturespecific perceptual differences are still unknown. Here, we investigate the time course of SF use in Western Caucasian (Canadian) and East Asian (Chinese) observers during a face identification task. Firstly, our results confirm that Easterners use relatively lower SFs than Westerners, while the latter use relatively higher SFs. More importantly, our results indicate that these differences arise as early as 34 ms after stimulus onset, and remain stable through time. Our research supports the hypothesis that Westerners and Easterners initially rely on different types of visual information during face processing. © The Author(s) 2018.},
keywords = {adult, article, Asian Continental Ancestry Group, attention, Canada, Caucasian, European Continental Ancestry Group, eye movement, Eye movements, Facial Recognition, female, financial management, human, human experiment, Humans, male, Pattern Recognition, physiology, stimulus, Visual, visual information, Young Adult},
pubstate = {published},
tppubtype = {article}
}
Several previous studies of eye movements have put forward that, during face recognition, Easterners spread their attention across a greater part of their visual field than Westerners. Recently, we found that culture's effect on the perception of faces reaches mechanisms deeper than eye movements, therefore affecting the very nature of information sampled by the visual system: That is, Westerners globally rely more than Easterners on fine-grained visual information (i.e. high spatial frequencies; SFs), whereas Easterners rely more on coarse-grained visual information (i.e. low SFs). These findings suggest that culture influences basic visual processes; however, the temporal onset and dynamics of these culturespecific perceptual differences are still unknown. Here, we investigate the time course of SF use in Western Caucasian (Canadian) and East Asian (Chinese) observers during a face identification task. Firstly, our results confirm that Easterners use relatively lower SFs than Westerners, while the latter use relatively higher SFs. More importantly, our results indicate that these differences arise as early as 34 ms after stimulus onset, and remain stable through time. Our research supports the hypothesis that Westerners and Easterners initially rely on different types of visual information during face processing. © The Author(s) 2018.
6.
Blais, C.; Fiset, D.; Roy, C.; Régimbald, C. S.; Gosselin, F.
Eye fixation patterns for categorizing static and dynamic facial Expressions Journal Article
In: Emotion, vol. 17, no. 7, pp. 1107–1119, 2017, ISSN: 15283542 (ISSN), (Publisher: American Psychological Association Inc.).
Abstract | Links | BibTeX | Tags: adult, anatomy and histology, Bubbles, Dynamic, emotion, Emotions, Eye, eye fixation, Eye movements, eye tracking, Facial Expression, facial expressions, female, Fixation, human, Humans, male, Mouth, Ocular, Photic Stimulation, photostimulation, physiology, PsycINFO, stimulus, Visual strategies, Young Adult
@article{blais_eye_2017,
title = {Eye fixation patterns for categorizing static and dynamic facial Expressions},
author = {C. Blais and D. Fiset and C. Roy and C. S. Régimbald and F. Gosselin},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016754655&doi=10.1037%2femo0000283&partnerID=40&md5=baecd8d6500d1447d48a399497611ccd},
doi = {10.1037/emo0000283},
issn = {15283542 (ISSN)},
year = {2017},
date = {2017-01-01},
journal = {Emotion},
volume = {17},
number = {7},
pages = {1107–1119},
publisher = {American Psychological Association Inc.},
abstract = {Facial expressions of emotion are dynamic in nature, but most studies on the visual strategies underlying the recognition of facial emotions have used static stimuli. The present study directly compared the visual strategies underlying the recognition of static and dynamic facial expressions using eye tracking and the Bubbles technique. The results revealed different eye fixation patterns with the 2 kinds of stimuli, with fewer fixations on the eye and mouth area during the recognition of dynamic than static expressions. However, these differences in eye fixations were not accompanied by any systematic differences in the facial information that was actually processed to recognize the expressions. © 2017 American Psychological Association.},
note = {Publisher: American Psychological Association Inc.},
keywords = {adult, anatomy and histology, Bubbles, Dynamic, emotion, Emotions, Eye, eye fixation, Eye movements, eye tracking, Facial Expression, facial expressions, female, Fixation, human, Humans, male, Mouth, Ocular, Photic Stimulation, photostimulation, physiology, PsycINFO, stimulus, Visual strategies, Young Adult},
pubstate = {published},
tppubtype = {article}
}
Facial expressions of emotion are dynamic in nature, but most studies on the visual strategies underlying the recognition of facial emotions have used static stimuli. The present study directly compared the visual strategies underlying the recognition of static and dynamic facial expressions using eye tracking and the Bubbles technique. The results revealed different eye fixation patterns with the 2 kinds of stimuli, with fewer fixations on the eye and mouth area during the recognition of dynamic than static expressions. However, these differences in eye fixations were not accompanied by any systematic differences in the facial information that was actually processed to recognize the expressions. © 2017 American Psychological Association.
7.
Blais, C.; Fiset, D.; Roy, C.; Régimbald, C. S.; Gosselin, F.
Eye fixation patterns for categorizing static and dynamic facial Expressions Journal Article
In: Emotion, vol. 17, no. 7, pp. 1107–1119, 2017, ISSN: 15283542 (ISSN).
Abstract | Links | BibTeX | Tags: adult, anatomy and histology, Bubbles, Dynamic, emotion, Emotions, Eye, eye fixation, Eye movements, eye tracking, Facial Expression, facial expressions, female, Fixation, human, Humans, male, Mouth, Ocular, Photic Stimulation, photostimulation, physiology, PsycINFO, stimulus, Visual strategies, Young Adult
@article{blaisEyeFixationPatterns2017,
title = {Eye fixation patterns for categorizing static and dynamic facial Expressions},
author = {C. Blais and D. Fiset and C. Roy and C. S. Régimbald and F. Gosselin},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85016754655&doi=10.1037%2femo0000283&partnerID=40&md5=baecd8d6500d1447d48a399497611ccd},
doi = {10.1037/emo0000283},
issn = {15283542 (ISSN)},
year = {2017},
date = {2017-01-01},
journal = {Emotion},
volume = {17},
number = {7},
pages = {1107–1119},
publisher = {American Psychological Association Inc.},
abstract = {Facial expressions of emotion are dynamic in nature, but most studies on the visual strategies underlying the recognition of facial emotions have used static stimuli. The present study directly compared the visual strategies underlying the recognition of static and dynamic facial expressions using eye tracking and the Bubbles technique. The results revealed different eye fixation patterns with the 2 kinds of stimuli, with fewer fixations on the eye and mouth area during the recognition of dynamic than static expressions. However, these differences in eye fixations were not accompanied by any systematic differences in the facial information that was actually processed to recognize the expressions. © 2017 American Psychological Association.},
keywords = {adult, anatomy and histology, Bubbles, Dynamic, emotion, Emotions, Eye, eye fixation, Eye movements, eye tracking, Facial Expression, facial expressions, female, Fixation, human, Humans, male, Mouth, Ocular, Photic Stimulation, photostimulation, physiology, PsycINFO, stimulus, Visual strategies, Young Adult},
pubstate = {published},
tppubtype = {article}
}
Facial expressions of emotion are dynamic in nature, but most studies on the visual strategies underlying the recognition of facial emotions have used static stimuli. The present study directly compared the visual strategies underlying the recognition of static and dynamic facial expressions using eye tracking and the Bubbles technique. The results revealed different eye fixation patterns with the 2 kinds of stimuli, with fewer fixations on the eye and mouth area during the recognition of dynamic than static expressions. However, these differences in eye fixations were not accompanied by any systematic differences in the facial information that was actually processed to recognize the expressions. © 2017 American Psychological Association.
8.
Renaud, P.; Trottier, D.; Nolet, K.; Rouleau, J. L.; Goyette, M.; Bouchard, S.
Sexual self-regulation and cognitive absorption as factors of sexual response toward virtual characters Journal Article
In: Cyberpsychology, Behavior, and Social Networking, vol. 17, no. 4, pp. 241–247, 2014, ISSN: 21522715.
Abstract | Links | BibTeX | Tags: adult, attention, cognition, eye movement, Eye movements, human, human relation, Humans, Informal, inhibition (psychology), Interpersonal Relations, male, Penile Erection, penis erection, Sexual Behavior, Social Control, Young Adult
@article{renaud_sexual_2014,
title = {Sexual self-regulation and cognitive absorption as factors of sexual response toward virtual characters},
author = {P. Renaud and D. Trottier and K. Nolet and J. L. Rouleau and M. Goyette and S. Bouchard},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84898718813&doi=10.1089%2fcyber.2013.0165&partnerID=40&md5=80139e00bf83eda1508ec5ff80164c33},
doi = {10.1089/cyber.2013.0165},
issn = {21522715},
year = {2014},
date = {2014-01-01},
journal = {Cyberpsychology, Behavior, and Social Networking},
volume = {17},
number = {4},
pages = {241–247},
abstract = {The eye movements and penile responses of 20 male participants were recorded while they were immersed with virtual sexual stimuli. These participants were divided into two groups according to their capacity to focus their attention in immersion (high and low focus). In order to understand sexual self-regulation better, we subjected participants to three experimental conditions: (a) immersion with a preferred sexual stimulus, without sexual inhibition; (b) immersion with a preferred sexual stimulus, with sexual inhibition; and (c) immersion with a neutral stimulus. A significant difference was observed between the effects of each condition on erectile response and scanpath. The groups differed on self-regulation of their erectile responses and on their scanpath patterns. High focus participants had more difficulties than low focus participants with inhibiting their sexual responses and displayed less scattered eye movement trajectories over the critical areas of the virtual sexual stimuli. Results are interpreted in terms of sexual self-regulation and cognitive absorption in virtual immersion. In addition, the use of validated virtual sexual stimuli is presented as a methodological improvement over static and moving pictures, since it paves the way for the study of the role of social interaction in an ecologically valid and well-controlled way. © Mary Ann Liebert, Inc.},
keywords = {adult, attention, cognition, eye movement, Eye movements, human, human relation, Humans, Informal, inhibition (psychology), Interpersonal Relations, male, Penile Erection, penis erection, Sexual Behavior, Social Control, Young Adult},
pubstate = {published},
tppubtype = {article}
}
The eye movements and penile responses of 20 male participants were recorded while they were immersed with virtual sexual stimuli. These participants were divided into two groups according to their capacity to focus their attention in immersion (high and low focus). In order to understand sexual self-regulation better, we subjected participants to three experimental conditions: (a) immersion with a preferred sexual stimulus, without sexual inhibition; (b) immersion with a preferred sexual stimulus, with sexual inhibition; and (c) immersion with a neutral stimulus. A significant difference was observed between the effects of each condition on erectile response and scanpath. The groups differed on self-regulation of their erectile responses and on their scanpath patterns. High focus participants had more difficulties than low focus participants with inhibiting their sexual responses and displayed less scattered eye movement trajectories over the critical areas of the virtual sexual stimuli. Results are interpreted in terms of sexual self-regulation and cognitive absorption in virtual immersion. In addition, the use of validated virtual sexual stimuli is presented as a methodological improvement over static and moving pictures, since it paves the way for the study of the role of social interaction in an ecologically valid and well-controlled way. © Mary Ann Liebert, Inc.
9.
Trottier, D.; Rouleau, J. -L.; Renaud, P.; Goyette, M.
Using eye tracking to identify faking attempts during penile plethysmography assessment Journal Article
In: Journal of Sex Research, vol. 51, no. 8, pp. 946–955, 2014, ISSN: 00224499, (Publisher: Routledge).
Abstract | Links | BibTeX | Tags: adult, Deception, eye movement, Eye Movement Measurements, Eye movements, human, Humans, male, Middle Aged, oculography, Penile Erection, penis erection, physiology, Plethysmography, standards, Young Adult
@article{trottier_using_2014,
title = {Using eye tracking to identify faking attempts during penile plethysmography assessment},
author = {D. Trottier and J. -L. Rouleau and P. Renaud and M. Goyette},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84905121531&doi=10.1080%2f00224499.2013.832133&partnerID=40&md5=a86ec0b94f759bd9324ec505e3df0844},
doi = {10.1080/00224499.2013.832133},
issn = {00224499},
year = {2014},
date = {2014-01-01},
journal = {Journal of Sex Research},
volume = {51},
number = {8},
pages = {946–955},
publisher = {Routledge},
abstract = {Penile plethysmography (PPG) is considered the most rigorous method for sexual interest assessment. Nevertheless, it is subject to faking attempts by participants, which compromises the internal validity of the instrument. To date, various attempts have been made to limit voluntary control of sexual response during PPG assessments, without satisfactory results. This exploratory research examined eye-tracking technologies' ability to identify the presence of cognitive strategies responsible for erectile inhibition during PPG assessment. Eye movements and penile responses for 20 subjects were recorded while exploring animated human-like computer-generated stimuli in a virtual environment under three distinct viewing conditions: (a) the free visual exploration of a preferred sexual stimulus without erectile inhibition; (b) the viewing of a preferred sexual stimulus with erectile inhibition; and (c) the free visual exploration of a non-preferred sexual stimulus. Results suggest that attempts to control erectile responses generate specific eye-movement variations, characterized by a general deceleration of the exploration process and limited exploration of the erogenous zone. Findings indicate that recording eye movements can provide significant information on the presence of competing covert processes responsible for erectile inhibition. The use of eye-tracking technologies during PPG could therefore lead to improved internal validity of the plethysmographic procedure. © 2014 Copyright The Society for the Scientific Study of Sexuality.},
note = {Publisher: Routledge},
keywords = {adult, Deception, eye movement, Eye Movement Measurements, Eye movements, human, Humans, male, Middle Aged, oculography, Penile Erection, penis erection, physiology, Plethysmography, standards, Young Adult},
pubstate = {published},
tppubtype = {article}
}
Penile plethysmography (PPG) is considered the most rigorous method for sexual interest assessment. Nevertheless, it is subject to faking attempts by participants, which compromises the internal validity of the instrument. To date, various attempts have been made to limit voluntary control of sexual response during PPG assessments, without satisfactory results. This exploratory research examined eye-tracking technologies' ability to identify the presence of cognitive strategies responsible for erectile inhibition during PPG assessment. Eye movements and penile responses for 20 subjects were recorded while exploring animated human-like computer-generated stimuli in a virtual environment under three distinct viewing conditions: (a) the free visual exploration of a preferred sexual stimulus without erectile inhibition; (b) the viewing of a preferred sexual stimulus with erectile inhibition; and (c) the free visual exploration of a non-preferred sexual stimulus. Results suggest that attempts to control erectile responses generate specific eye-movement variations, characterized by a general deceleration of the exploration process and limited exploration of the erogenous zone. Findings indicate that recording eye movements can provide significant information on the presence of competing covert processes responsible for erectile inhibition. The use of eye-tracking technologies during PPG could therefore lead to improved internal validity of the plethysmographic procedure. © 2014 Copyright The Society for the Scientific Study of Sexuality.
10.
Renaud, P.; Trottier, D.; Nolet, K.; Rouleau, J. L.; Goyette, M.; Bouchard, S.
Sexual self-regulation and cognitive absorption as factors of sexual response toward virtual characters Journal Article
In: Cyberpsychology, Behavior, and Social Networking, vol. 17, no. 4, pp. 241–247, 2014, ISSN: 21522715.
Abstract | Links | BibTeX | Tags: adult, attention, cognition, eye movement, Eye movements, human, human relation, Humans, Informal, inhibition (psychology), Interpersonal Relations, male, Penile Erection, penis erection, Sexual Behavior, Social Control, Young Adult
@article{renaudSexualSelfregulationCognitive2014,
title = {Sexual self-regulation and cognitive absorption as factors of sexual response toward virtual characters},
author = {P. Renaud and D. Trottier and K. Nolet and J. L. Rouleau and M. Goyette and S. Bouchard},
url = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-84898718813&doi=10.1089%2fcyber.2013.0165&partnerID=40&md5=80139e00bf83eda1508ec5ff80164c33},
doi = {10.1089/cyber.2013.0165},
issn = {21522715},
year = {2014},
date = {2014-01-01},
journal = {Cyberpsychology, Behavior, and Social Networking},
volume = {17},
number = {4},
pages = {241–247},
abstract = {The eye movements and penile responses of 20 male participants were recorded while they were immersed with virtual sexual stimuli. These participants were divided into two groups according to their capacity to focus their attention in immersion (high and low focus). In order to understand sexual self-regulation better, we subjected participants to three experimental conditions: (a) immersion with a preferred sexual stimulus, without sexual inhibition; (b) immersion with a preferred sexual stimulus, with sexual inhibition; and (c) immersion with a neutral stimulus. A significant difference was observed between the effects of each condition on erectile response and scanpath. The groups differed on self-regulation of their erectile responses and on their scanpath patterns. High focus participants had more difficulties than low focus participants with inhibiting their sexual responses and displayed less scattered eye movement trajectories over the critical areas of the virtual sexual stimuli. Results are interpreted in terms of sexual self-regulation and cognitive absorption in virtual immersion. In addition, the use of validated virtual sexual stimuli is presented as a methodological improvement over static and moving pictures, since it paves the way for the study of the role of social interaction in an ecologically valid and well-controlled way. © Mary Ann Liebert, Inc.},
keywords = {adult, attention, cognition, eye movement, Eye movements, human, human relation, Humans, Informal, inhibition (psychology), Interpersonal Relations, male, Penile Erection, penis erection, Sexual Behavior, Social Control, Young Adult},
pubstate = {published},
tppubtype = {article}
}
The eye movements and penile responses of 20 male participants were recorded while they were immersed with virtual sexual stimuli. These participants were divided into two groups according to their capacity to focus their attention in immersion (high and low focus). In order to understand sexual self-regulation better, we subjected participants to three experimental conditions: (a) immersion with a preferred sexual stimulus, without sexual inhibition; (b) immersion with a preferred sexual stimulus, with sexual inhibition; and (c) immersion with a neutral stimulus. A significant difference was observed between the effects of each condition on erectile response and scanpath. The groups differed on self-regulation of their erectile responses and on their scanpath patterns. High focus participants had more difficulties than low focus participants with inhibiting their sexual responses and displayed less scattered eye movement trajectories over the critical areas of the virtual sexual stimuli. Results are interpreted in terms of sexual self-regulation and cognitive absorption in virtual immersion. In addition, the use of validated virtual sexual stimuli is presented as a methodological improvement over static and moving pictures, since it paves the way for the study of the role of social interaction in an ecologically valid and well-controlled way. © Mary Ann Liebert, Inc.