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Article November 2024

Deep convolutional neural networks are sensitive to face configuration

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Virginia E. Strehle; Natalie K. Bendiksen; Alice J. O’Toole
TAGS: convolutional neural networks, face, pixel
Journal of Vision. 2024; 24(12):6. https://doi.org/10.1167/jov.24.12.6

Vision Sciences Society Annual Meeting Abstract September 2024

Individual differences in fusing the face identification decisions of humans and machines

P. Jonathon Phillips; Géraldine Jeckeln; Carina Hahn; Amy Yates; Peter Fontana; Alice O'Toole

Journal of Vision. 2024; 24(10):533. https://doi.org/10.1167/jov.24.10.533

Vision Sciences Society Annual Meeting Abstract September 2024

The relative contribution of face and body for person recognition in infancy

Megumi Kobayashi; So Kanazawa; Masami K. Yamaguchi; Alice J. O'Toole

Journal of Vision. 2024; 24(10):757. https://doi.org/10.1167/jov.24.10.757

Vision Sciences Society Annual Meeting Abstract September 2024

From Perception to Algorithm: Quantifying Facial Distinctiveness with a Deep Convolutional Neural Network

Isabelle Boutet; Artem Pilzak; Maxime Ouimet; Alice J. O'Toole

Journal of Vision. 2024; 24(10):544. https://doi.org/10.1167/jov.24.10.544

Vision Sciences Society Annual Meeting Abstract September 2024

Personality trait inferences from three-dimensional bodies in American versus Chinese individuals

Ying Hu; Natalie Kate Bendiksen; Xiaolan Fu; Alice J. O’Toole

Journal of Vision. 2024; 24(10):403. https://doi.org/10.1167/jov.24.10.403

Vision Sciences Society Annual Meeting Abstract September 2024

Does confidence predict face-identification accuracy for same-race and other-race faces?

Geraldine Jeckeln; Alice J. O'Toole

Journal of Vision. 2024; 24(10):393. https://doi.org/10.1167/jov.24.10.393

Vision Sciences Society Annual Meeting Abstract September 2024

Modeling face-Identity “likeness” with a convolutional neural network trained for face identification

Connor J. Parde; Alice J. O'Toole

Journal of Vision. 2024; 24(10):1292. https://doi.org/10.1167/jov.24.10.1292

Vision Sciences Society Annual Meeting Abstract August 2023

Designing an “Other Race Effect” test for forensic facial identification experts using the performance of deep networks and untrained humans.

Kate Marquis; Selin Yavuzcan; Géraldine Jeckeln; Amy Yates; P. Jonathon Phillips; Alice O'Toole

Journal of Vision. 2023; 23(9):5725. https://doi.org/10.1167/jov.23.9.5725

Vision Sciences Society Annual Meeting Abstract August 2023

Recognizing people by body shape using deep networks of images and words

Blake Myers; Matthew Hill; Veda Gandi; Thomas Metz; Lucas Jaggernauth; Carlos Castillo; Alice O'Toole

Journal of Vision. 2023; 23(9):5635. https://doi.org/10.1167/jov.23.9.5635

Vision Sciences Society Annual Meeting Abstract August 2023

Deep convolutional neural networks are sensitive to configural properties of faces

Virginia Strehle; Natalie Bendiksen; Alice O'Toole

Journal of Vision. 2023; 23(9):5560. https://doi.org/10.1167/jov.23.9.5560

Vision Sciences Society Annual Meeting Abstract December 2022

Integrating faces and bodies in social trait perception

Ying Hu; Alice O'Toole

Journal of Vision. 2022; 22(14):3942. https://doi.org/10.1167/jov.22.14.3942

Vision Sciences Society Annual Meeting Abstract December 2022

Representation of Face Shape and Surface Reflectance in Deep Convolutional Neural Networks

Matthew Hill; Carlos Castillo; Alice O'Toole

Journal of Vision. 2022; 22(14):4369. https://doi.org/10.1167/jov.22.14.4369

Vision Sciences Society Annual Meeting Abstract December 2022

Comparing Human and Deep Convolutional Neural Network Performance on Twin Identification

Connor J. Parde; Ginni Strehle; Vivekjyoti Banerjee; Ying Hu; Jacqueline G. Cavazos; Carlos D. Castillo; Alice J. O'Toole

Journal of Vision. 2022; 22(14):3357. https://doi.org/10.1167/jov.22.14.3357

Vision Sciences Society Annual Meeting Abstract December 2022

People can evaluate the correctness of their face-identification decisions using comparative confidence judgments

Geraldine Jeckeln; Pascal Mamassian; Alice J. O'Toole

Journal of Vision. 2022; 22(14):3341. https://doi.org/10.1167/jov.22.14.3341

Vision Sciences Society Annual Meeting Abstract December 2022

The Influence of the Other-Race Effect on Morphed Face Identification

Snipta Mallick; Géraldine Jeckeln; Connor J. Parde; Carlos D. Castillo; Alice J. O’Toole

Journal of Vision. 2022; 22(14):3177. https://doi.org/10.1167/jov.22.14.3177

Article August 2021

Closing the gap between single-unit and neural population codes: Insights from deep learning in face recognition

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Connor J. Parde; Y. Ivette Colón; Matthew Q. Hill; Carlos D. Castillo; Prithviraj Dhar; Alice J. O’Toole
TAGS: deep learning, face, facial recognition, gender
Journal of Vision. 2021; 21(8):15. https://doi.org/10.1167/jov.21.8.15

Includes: Supplemental Content

Article April 2021

Facial expression is retained in deep networks trained for face identification

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Y. Ivette Colón; Carlos D. Castillo; Alice J. O’Toole
TAGS: face, facial expression, datasets
Journal of Vision. 2021; 21(4):4. https://doi.org/10.1167/jov.21.4.4

Vision Sciences Society Annual Meeting Abstract October 2020

Facial Expression Information in Humans and DCNNs

Y. Ivette Colón; Connor Parde; Carlos Castillo; Jacqueline Cavazos; Alice O'Toole

Journal of Vision. 2020; 20(11):600. https://doi.org/10.1167/jov.20.11.600

Vision Sciences Society Annual Meeting Abstract October 2020

Integrating Single-Unit and Pattern Codes in DCNNs Trained for Face Identification

Connor J. Parde; Y. Ivette Colon; Matthew Q. Hill; Alice J. O'Toole; Carlos Castillo

Journal of Vision. 2020; 20(11):1462. https://doi.org/10.1167/jov.20.11.1462

Vision Sciences Society Annual Meeting Abstract October 2020

Measuring race bias in face recognition algorithms: a multi-factor assessment

Jacqueline G. Cavazos; P. Jonathon Phillips; Carlos D. Castillo; Alice J. O'Toole

Journal of Vision. 2020; 20(11):553. https://doi.org/10.1167/jov.20.11.553

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