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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

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 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

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

Vision Sciences Society Annual Meeting Abstract October 2020

Building calibrated face-identification ability test with Item Response Theory

Géraldine Jeckeln; Ying Hu; Jacqueline G. Cavazos; Amy N. Yates; Carina A. Hahn; Larry Tang; Alice J. O’Toole; P. Jonathon Phillips

Journal of Vision. 2020; 20(11):579. https://doi.org/10.1167/jov.20.11.579

Vision Sciences Society Annual Meeting Abstract October 2020

Linking language descriptions and social trait perception of three-dimensional body shapes

Ying Hu; Victoria Huang; Matthew Q. Hill; Alice J. O’Toole

Journal of Vision. 2020; 20(11):581. https://doi.org/10.1167/jov.20.11.581

Vision Sciences Society Annual Meeting Abstract October 2020

Seeing Through De-Identified Faces in Videos by Humans and a Deep Convolutional Neural Network

Asal Baragchizadeh; Kimberley D. Orsten-Hooge; Thomas P. Karnowski; David S. Bolme; Regina Ferrell; Parisa R. Jesudasen; Carlos D. Castillo; Alice J. O’Toole

Journal of Vision. 2020; 20(11):757. https://doi.org/10.1167/jov.20.11.757

Vision Sciences Society Annual Meeting Abstract September 2019

Facial Expression Information in Deep Convolutional Neural Networks Trained for Face Identification

Y. Ivette Colon; Matthew Q Hill; Connor J Parde; Carlos D Castillo; Rajeev Ranjan; Alice J O’Toole

Journal of Vision. 2019; 19(10):93b. https://doi.org/10.1167/19.10.93b

Vision Sciences Society Annual Meeting Abstract September 2019

Density of Top-Layer Codes in Deep Convolutional Neural Networks Trained for Face Identification

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

Journal of Vision. 2019; 19(10):261d. https://doi.org/10.1167/19.10.261d

Vision Sciences Society Annual Meeting Abstract August 2014

Contributing Factors of Person Recognition in Natural Environments

Carina A. Hahn; P. Jonathon Phillips; Alice J. O'Toole

Journal of Vision. 2014; 14(10):560. https://doi.org/10.1167/14.10.560

Vision Sciences Society Annual Meeting Abstract August 2014

A Perceptual Space for Describing Human Bodies

Matthew Q. Hill; Carina A. Hahn; Alice J. O'Toole

Journal of Vision. 2014; 14(10):1284. https://doi.org/10.1167/14.10.1284

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